Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg.

Georg Langs MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, USA http://people.csail.mit.edu/langs/Georg_Langs/ https://scholar.google.com/citations?user=wmNUtZEAAAAJ https://zbmath.org/authors/?q=ai:langs.georg https://orcid.org/0000-0002-5536-6873 https://www.wikidata.org/entity/Q48160115 https://id.loc.gov/authorities/names/n2013180973 https://d-nb.info/gnd/1028745044

Ziyao Shang Misha P. T. Kaandorp Kelly Payette Marina Fernandez Garcia Roxane Licandro Georg Langs Jordina Aviles Verdera Jana Hutter Bjoern H. Menze Gregor Kasprian Meritxell Bach Cuadra András Jakab Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg. 121729 2026 327 NeuroImage https://doi.org/10.1016/j.neuroimage.2026.121729 db/journals/neuroimage/neuroimage327.html#ShangKPGLLVHMKCJ26 streams/journals/neuroimage

Matthias Perkonigg Nina Bastati Ahmed Ba-Ssalamah Peter Mesenbrink Alexander Goehler Miljen Martic Xiaofei Zhou Michael Trauner Georg Langs Identifying signatures of image phenotypes to track treatment response in liver disease. 103223 2025 168 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2025.103223 db/journals/artmed/artmed168.html#PerkoniggBBMGMZTL25 streams/journals/artmed

Paul Weiser Georg Langs Wolfgang Bogner Stanislav Motyka Bernhard Strasser Polina Golland Nalini M. Singh Jorg Dietrich Erik Uhlmann Tracy Batchelor Daniel Cahill Malte Hoffmann Antoine Klauser Ovidiu C. Andronesi Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging. 121045 2025 309 NeuroImage https://doi.org/10.1016/j.neuroimage.2025.121045 db/journals/neuroimage/neuroimage309.html#WeiserLBMSGSDUBCHKA25 streams/journals/neuroimage

Aaron Osburg Amirmohammad Shamaei Bernhard Strasser Fabian Niess Anna Duguid Viola Bader Sabina Frese Lukas Hingerl Hauke Fischer William T. Clarke Georg Langs Wolfgang Bogner Stanislav Motyka A deep autoencoder for fast spectral-temporal fitting of dynamic deuterium metabolic imaging data at 7T. 121632 2025 324 NeuroImage https://doi.org/10.1016/j.neuroimage.2025.121632 db/journals/neuroimage/neuroimage324.html#OsburgSSNDBFHFCLBM25 streams/journals/neuroimage

Johannes Tischer Patric Kienast Marlene Stuempflen Gregor Kasprian Georg Langs Roxane Licandro Conditional Fetal Brain Atlas Learning for Automatic Tissue Segmentation. 36-47 2025 PIPPI@MICCAI https://doi.org/10.1007/978-3-032-05997-0_4 conf/miccai/2025pippi db/conf/miccai/pippi2025.html#TischerKSKLL25 streams/conf/miccai Jeanny Pan Philipp Seeböck Christoph Fürböck Svitlana Pochepnia Jennifer Straub Lucian Beer Helmut Prosch Georg Langs Disentanglement of Biological and Technical Factors via Latent Space Rotation in Clinical Imaging Improves Disease Pattern Discovery. 309-319 2025 AMAI@MICCAI https://doi.org/10.1007/978-3-032-09569-5_31 conf/miccai/2025amai db/conf/miccai/amai2025.html#PanSFPSBPL25 streams/conf/miccai Mohammed Kamran Maria Bernathova Raoul Varga Christian F. Singer Zsuzsanna Bago-Horvath Thomas H. Helbich Georg Langs Philipp Seeböck LesiOnTime - Joint Temporal and Clinical Modeling for Small Breast Lesion Segmentation in Longitudinal DCE-MRI. 329-339 2025 Deep-Breath@MICCAI https://doi.org/10.1007/978-3-032-05559-0_33 conf/miccai/2025deepbreath db/conf/miccai/deepbreath2025.html#KamranBVSBHLS25 streams/conf/miccai Ivana Janícková Yen Y. Tan Thomas H. Helbich Konstantin Miloserdov Zsuzsanna Bago-Horvath Ulrike Heber Georg Langs Temporal Representation Learning of Phenotype Trajectories for pCR Prediction in Breast Cancer. 606-615 2025 MICCAI (15) https://doi.org/10.1007/978-3-032-05182-0_59 conf/miccai/2025-15 db/conf/miccai/miccai2025-15.html#JanickovaTHMBHL25 streams/conf/miccai Branko Mitic Philipp Seeböck Helmut Prosch Georg Langs AREPAS: Anomaly Detection in Fine-Grained Anatomy with Reconstruction-Based Semantic Patch-Scoring. 348-358 2025 MLMI@MICCAI https://doi.org/10.1007/978-3-032-09513-8_34 conf/mlmi-ws/2025 db/conf/mlmi-ws/mlmi2025.html#MiticSPL25 streams/conf/mlmi-ws

Ziyao Shang Misha P. T. Kaandorp Kelly Payette Marina Fernandez Garcia Roxane Licandro Georg Langs Jordina Aviles Verdera Jana Hutter Bjoern H. Menze Gregor Kasprian Meritxell Bach Cuadra András Jakab Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg. 2025 April abs/2504.10244 CoRR https://doi.org/10.48550/arXiv.2504.10244 db/journals/corr/corr2504.html#abs-2504-10244 streams/journals/corr

Ajay Mittal Raghav Mehta Omar Todd Philipp Seeböck Georg Langs Ben Glocker Cardiovascular disease classification using radiomics and geometric features from cardiac CT. 2025 June abs/2506.22226 CoRR https://doi.org/10.48550/arXiv.2506.22226 db/journals/corr/corr2506.html#abs-2506-22226 streams/journals/corr

Matthias Perkonigg Nina Bastati Ahmed Ba-Ssalamah Peter Mesenbrink Alexander Goehler Miljen Martic Xiaofei Zhou Michael Trauner Georg Langs Identifying Signatures of Image Phenotypes to Track Treatment Response in Liver Disease. 2025 July abs/2507.12012 CoRR https://doi.org/10.48550/arXiv.2507.12012 db/journals/corr/corr2507.html#abs-2507-12012 streams/journals/corr

Murong Xu Tamaz Amiranashvili Fernando Navarro Maksym Fritsak Ibrahim Ethem Hamamci Suprosanna Shit Bastian Wittmann Sezgin Er Sebastian M. Christ Ezequiel de la Rosa Julian Deseoe Robert Graf Hendrik Kristian Möller Anjany Sekuboyina Jan C. Peeken Anton S. Becker Giulia Baldini 0001 Johannes Haubold Felix Nensa René Hosch Nikhil Mirajkar Saad Khalid Stefan Zachow Marc-André Weber Georg Langs Jakob Wasserthal Mehmet Kemal Özdemir Andrey Fedorov Ron Kikinis Stephanie Tanadini-Lang Jan S. Kirschke Stephanie E. Combs Bjoern H. Menze CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography. 2025 July abs/2507.22953 CoRR https://doi.org/10.48550/arXiv.2507.22953 db/journals/corr/corr2507.html#abs-2507-22953 streams/journals/corr

Mohammed Kamran Maria Bernathova Raoul Varga Christian F. Singer Zsuzsanna Bago-Horvath Thomas H. Helbich Georg Langs Philipp Seeböck LesiOnTime - Joint Temporal and Clinical Modeling for Small Breast Lesion Segmentation in Longitudinal DCE-MRI. 2025 August abs/2508.00496 CoRR https://doi.org/10.48550/arXiv.2508.00496 db/journals/corr/corr2508.html#abs-2508-00496 streams/journals/corr

Stefan Brandstätter Maximilian Köller Philipp Seeböck Alissa Blessing Felicitas Oberndorfer Svitlana Pochepnia Helmut Prosch Georg Langs Semantic Mosaicing of Histo-Pathology Image Fragments using Visual Foundation Models. 2025 August abs/2508.03524 CoRR https://doi.org/10.48550/arXiv.2508.03524 db/journals/corr/corr2508.html#abs-2508-03524 streams/journals/corr

Johannes Tischer Patric Kienast Marlene Stuempflen Gregor Kasprian Georg Langs Roxane Licandro Conditional Fetal Brain Atlas Learning for Automatic Tissue Segmentation. 2025 August abs/2508.04522 CoRR https://doi.org/10.48550/arXiv.2508.04522 db/journals/corr/corr2508.html#abs-2508-04522 streams/journals/corr

Daniel Sobotka Alexander Herold Matthias Perkonigg Lucian Beer Nina Bastati Alina Sablatnig Ahmed Ba-Ssalamah Georg Langs Improving Vessel Segmentation with Multi-Task Learning and Auxiliary Data Available Only During Model Training. 2025 September abs/2509.03975 CoRR https://doi.org/10.48550/arXiv.2509.03975 db/journals/corr/corr2509.html#abs-2509-03975 streams/journals/corr

Christoph Fürböck Paul Weiser Branko Mitic Philipp Seeböck Thomas H. Helbich Georg Langs No Modality Left Behind: Dynamic Model Generation for Incomplete Medical Data. 2025 September abs/2509.11406 CoRR https://doi.org/10.48550/arXiv.2509.11406 db/journals/corr/corr2509.html#abs-2509-11406 streams/journals/corr

Jeanny Pan Philipp Seeböck Christoph Fürböck Svitlana Pochepnia Jennifer Straub Lucian Beer Helmut Prosch Georg Langs Disentanglement of Biological and Technical Factors via Latent Space Rotation in Clinical Imaging Improves Disease Pattern Discovery. 2025 September abs/2509.11436 CoRR https://doi.org/10.48550/arXiv.2509.11436 db/journals/corr/corr2509.html#abs-2509-11436 streams/journals/corr

Branko Mitic Philipp Seeböck Helmut Prosch Georg Langs AREPAS: Anomaly Detection in Fine-Grained Anatomy with Reconstruction-Based Semantic Patch-Scoring. 2025 September abs/2509.12905 CoRR https://doi.org/10.48550/arXiv.2509.12905 db/journals/corr/corr2509.html#abs-2509-12905 streams/journals/corr

Ivana Janícková Yen Y. Tan Thomas H. Helbich Konstantin Miloserdov Zsuzsanna Bago-Horvath Ulrike Heber Georg Langs Temporal Representation Learning of Phenotype Trajectories for pCR Prediction in Breast Cancer. 2025 September abs/2509.14872 CoRR https://doi.org/10.48550/arXiv.2509.14872 db/journals/corr/corr2509.html#abs-2509-14872 streams/journals/corr

Alexander Herold Daniel Sobotka Lucian Beer Nina Bastati Sarah Poetter-Lang Michael Weber Thomas Reiberger Mattias Mandorfer Georg Semmler Benedikt Simbrunner Barbara D. Wichtmann Sami Ba-Ssalamah Michael Trauner Ahmed Ba-Ssalamah Georg Langs MRI-derived quantification of hepatic vessel-to-volume ratios in chronic liver disease using a deep learning approach. 2025 October abs/2510.08039 CoRR https://doi.org/10.48550/arXiv.2510.08039 db/journals/corr/corr2510.html#abs-2510-08039 streams/journals/corr

Daniel Sobotka Alexander Herold Matthias Perkonigg Lucian Beer Nina Bastati Alina Sablatnig Ahmed Ba-Ssalamah Georg Langs Improving Vessel Segmentation with Multi-Task Learning and Auxiliary Data Available Only During Model Training. 102369 2024 114 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2024.102369 db/journals/cmig/cmig114.html#SobotkaHPBBSBL24

Branko Mitic Philipp Seeböck Jennifer Straub Helmut Prosch Georg Langs Detection of Emerging Infectious Diseases in Lung CT Based on Spatial Anomaly Patterns. 138-147 2024 MLMI@MICCAI (2) https://doi.org/10.1007/978-3-031-73290-4_14 conf/mlmi-ws/2024-2 db/conf/mlmi-ws/mlmi2024-2.html#MiticSSPL24 streams/conf/mlmi-ws Stefan Brandstätter Philipp Seeböck Christoph Fürböck Svitlana Pochepnia Helmut Prosch Georg Langs Rigid Single-Slice-in-Volume Registration via Rotation-Equivariant 2D/3D Feature Matching. 280-294 2024 WBIR https://doi.org/10.1007/978-3-031-73480-9_22 conf/wbir/2024 db/conf/wbir/wbir2024.html#BrandstatterSFPPL24 streams/conf/wbir

Paul Weiser Georg Langs Wolfgang Bogner Stanislav Motyka Bernhard Strasser Polina Golland Nalini M. Singh Jorg Dietrich Erik Uhlmann Tracy Batchelor Daniel Cahill Malte Hoffmann Antoine Klauser Ovidiu C. Andronesi Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging. 2024 abs/2409.18303 CoRR https://doi.org/10.48550/arXiv.2409.18303 db/journals/corr/corr2409.html#abs-2409-18303 streams/journals/corr

Paul Weiser Georg Langs Stanislav Motyka Wolfgang Bogner Sébastien Courvoisier Malte Hoffmann Antoine Klauser Ovidiu C. Andronesi WALINET: A water and lipid identification convolutional Neural Network for nuisance signal removal in 1H MR Spectroscopic Imaging. 2024 abs/2410.00746 CoRR https://doi.org/10.48550/arXiv.2410.00746 db/journals/corr/corr2410.html#abs-2410-00746 streams/journals/corr

Stefan Brandstätter Philipp Seeböck Christoph Fürböck Svitlana Pochepnia Helmut Prosch Georg Langs Rigid Single-Slice-in-Volume registration via rotation-equivariant 2D/3D feature matching. 2024 abs/2410.18683 CoRR https://doi.org/10.48550/arXiv.2410.18683 db/journals/corr/corr2410.html#abs-2410-18683 streams/journals/corr

Branko Mitic Philipp Seeböck Jennifer Straub Helmut Prosch Georg Langs Detection of Emerging Infectious Diseases in Lung CT based on Spatial Anomaly Patterns. 2024 abs/2410.19535 CoRR https://doi.org/10.48550/arXiv.2410.19535 db/journals/corr/corr2410.html#abs-2410-19535 streams/journals/corr

Kelly Payette Hongwei Bran Li Priscille de Dumast Roxane Licandro Hui Ji Md Mahfuzur Rahman Siddiquee Daguang Xu Andriy Myronenko Hao Liu Yuchen Pei Lisheng Wang Ying Peng Juanying Xie Huiquan Zhang Guiming Dong Hao Fu 0014 Guotai Wang ZunHyan Rieu Donghyeon Kim Hyun Gi Kim Davood Karimi Ali Gholipour Helena R. Torres Bruno Oliveira 0002 João L. Vilaça Yang Lin Netanell Avisdris Ori Ben-Zvi Dafna Ben-Bashat Lucas Fidon Michael Aertsen Tom Vercauteren Daniel Sobotka Georg Langs Mireia Alenyà Maria Inmaculada Villanueva Oscar Camara 0001 Bella Specktor-Fadida Leo Joskowicz Liao Weibin Lv Yi Xuesong Li 0003 Moona Mazher Abdul Qayyum 0002 Domenec Puig Hamza Kebiri Zelin Zhang Xinyi Xu Dan Wu KuanLun Liao YiXuan Wu JinTai Chen Yunzhi Xu Li Zhao Lana Vasung Bjoern H. Menze Meritxell Bach Cuadra András Jakab Fetal brain tissue annotation and segmentation challenge results. 102833 2023 August 88 Medical Image Anal. https://doi.org/10.1016/j.media.2023.102833 db/journals/mia/mia88.html#PayetteLDLJSXMLPWPXZDFWRKKKGTOVLABB23

Sören Dittmer Michael Roberts Julian D. Gilbey Ander Biguri Ian Selby Anna Breger Matthew Thorpe Jonathan R. Weir-McCall Effrossyni Gkrania-Klotsas Anna Korhonen Emily R. Jefferson Georg Langs Guang Yang 0006 Helmut Prosch Jan Stanczuk Jing Tang 0002 Judith Babar Lorena Escudero Sanchez Philip Teare Mishal Patel Marcel Wassin Markus Holzer 0003 Nicholas Walton Pietro Lió Tolou Shadbahr Evis Sala Jacobus Preller James H. F. Rudd John A. D. Aston Carola-Bibiane Schönlieb Navigating the development challenges in creating complex data systems. 681-686 2023 July 5 Nat. Mac. Intell. 7 https://doi.org/10.1038/s42256-023-00665-x db/journals/natmi/natmi5.html#DittmerRGBSBTWGKJLYPSTBSTPWHWLSSP23

Stanislav Motyka Paul Weiser Beáta Bachratá Lukas Hingerl Bernhard Strasser Gilbert Hangel Eva Niess Dario Goranovic Fabian Niess Maxim Zaitsev Simon Daniel Robinson Georg Langs Siegfried Trattnig Wolfgang Bogner Predicting dynamic, motion-related changes in B0 field in the brain at a 7 T MRI using a subject-specific fine-tuned U-net. 2023 abs/2304.08307 CoRR https://doi.org/10.48550/arXiv.2304.08307 db/journals/corr/corr2304.html#abs-2304-08307

Bianca Burger Karl-Heinz Nenning Ernst Schwartz Daniel S. Margulies Alexandros Goulas Hesheng Liu Simon Neubauer Justin Dauwels Daniela Prayer Georg Langs Disentangling cortical functional connectivity strength and topography reveals divergent roles of genes and environment. 118770 2022 247 NeuroImage https://doi.org/10.1016/j.neuroimage.2021.118770 db/journals/neuroimage/neuroimage247.html#BurgerNSMGLNDPL22

Daniel Sobotka Michael Ebner Ernst Schwartz Karl-Heinz Nenning Athena Taymourtash Tom Vercauteren Sébastien Ourselin Gregor Kasprian Daniela Prayer Georg Langs Roxane Licandro Motion correction and volumetric reconstruction for fetal functional magnetic resonance imaging data. 119213 2022 255 NeuroImage https://doi.org/10.1016/j.neuroimage.2022.119213 db/journals/neuroimage/neuroimage255.html#SobotkaESNTVOKP22

Christoph Fürböck Matthias Perkonigg Thomas H. Helbich Katja Pinker Valeria Romeo Georg Langs Identifying Phenotypic Concepts Discriminating Molecular Breast Cancer Sub-Types. 276-286 2022 MICCAI (8) https://doi.org/10.1007/978-3-031-16449-1_27 conf/miccai/2022-7 db/conf/miccai/miccai2022-7.html#FurbockPHPRL22 Athena Taymourtash Hamza Kebiri Ernst Schwartz Karl-Heinz Nenning Sébastien Tourbier Gregor Kasprian Daniela Prayer Meritxell Bach Cuadra Georg Langs Spatio-Temporal Motion Correction and Iterative Reconstruction of In-Utero Fetal fMRI. 603-612 2022 MICCAI (6) https://doi.org/10.1007/978-3-031-16446-0_57 conf/miccai/2022-6 db/conf/miccai/miccai2022-6.html#TaymourtashKSNT22

Daniel Sobotka Michael Ebner Ernst Schwartz Karl-Heinz Nenning Athena Taymourtash Tom Vercauteren Sébastien Ourselin Gregor Kasprian Daniela Prayer Georg Langs Roxane Licandro Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging Data. 2022 abs/2202.05863 CoRR https://arxiv.org/abs/2202.05863 db/journals/corr/corr2202.html#abs-2202-05863

Kelly Payette Hongwei Li 0004 Priscille de Dumast Roxane Licandro Hui Ji Md Mahfuzur Rahman Siddiquee Daguang Xu Andriy Myronenko Hao Liu Yuchen Pei Lisheng Wang Ying Peng Juanying Xie Huiquan Zhang Guiming Dong Hao Fu 0014 Guotai Wang ZunHyan Rieu Donghyeon Kim Hyun Gi Kim Davood Karimi Ali Gholipour Helena R. Torres Bruno Oliveira 0002 João L. Vilaça Yang Lin Netanell Avisdris Ori Ben-Zvi Dafna Ben-Bashat Lucas Fidon Michael Aertsen Tom Vercauteren Daniel Sobotka Georg Langs Mireia Alenyà Maria Inmaculada Villanueva Oscar Camara 0001 Bella Specktor-Fadida Leo Joskowicz Weibin Liao Lv Yi Xuesong Li 0003 Moona Mazher Abdul Qayyum 0002 Domenec Puig Hamza Kebiri Zelin Zhang Xinyi Xu Dan Wu KuanLun Liao YiXuan Wu JinTai Chen Yunzhi Xu Li Zhao Lana Vasung Bjoern H. Menze Meritxell Bach Cuadra András Jakab Fetal Brain Tissue Annotation and Segmentation Challenge Results. 2022 abs/2204.09573 CoRR https://doi.org/10.48550/arXiv.2204.09573 db/journals/corr/corr2204.html#abs-2204-09573

Matthias Perkonigg Johannes Hofmanninger Georg Langs Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition. 649-660 2021 IPMI https://doi.org/10.1007/978-3-030-78191-0_50 conf/ipmi/2021 db/conf/ipmi/ipmi2021.html#PerkoniggHL21 Lucas Fidon Michael Aertsen Nada Mufti Thomas Deprest Doaa Emam Frédéric Guffens Ernst Schwartz Michael Ebner Daniela Prayer Gregor Kasprian Anna L. David Andrew Melbourne Sébastien Ourselin Jan Deprest Georg Langs Tom Vercauteren Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI. 263-273 2021 UNSURE/PIPPI@MICCAI https://doi.org/10.1007/978-3-030-87735-4_25 conf/miccai/2021unsure db/conf/miccai/unsure2021.html#FidonAMDEGSEPKD21

Matthias Perkonigg Johannes Hofmanninger Georg Langs Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition. 2021 abs/2106.03351 CoRR https://arxiv.org/abs/2106.03351 db/journals/corr/corr2106.html#abs-2106-03351

Lucas Fidon Michael Aertsen Nada Mufti Thomas Deprest Doaa Emam Frédéric Guffens Ernst Schwartz Michael Ebner Daniela Prayer Gregor Kasprian Anna L. David Andrew Melbourne Sébastien Ourselin Jan Deprest Georg Langs Tom Vercauteren Distributionally Robust Segmentation of Abnormal Fetal Brain 3D MRI. 2021 abs/2108.04175 CoRR https://arxiv.org/abs/2108.04175 db/journals/corr/corr2108.html#abs-2108-04175

Matthias Perkonigg Peter Mesenbrink Alexander Goehler Miljen Martic Ahmed Ba-Ssalamah Georg Langs Pseudo-domains in imaging data improve prediction of future disease status in multi-center studies. 2021 abs/2111.07634 CoRR https://arxiv.org/abs/2111.07634 db/journals/corr/corr2111.html#abs-2111-07634

Athena Taymourtash Hamza Kebiri Sébastien Tourbier Ernst Schwartz Karl-Heinz Nenning Roxane Licandro Daniel Sobotka Hélène Lajous Priscille de Dumast Meritxell Bach Cuadra Georg Langs 4D iterative reconstruction of brain fMRI in the moving fetus. 2021 abs/2111.11394 CoRR https://arxiv.org/abs/2111.11394 db/journals/corr/corr2111.html#abs-2111-11394

Matthias Perkonigg Johannes Hofmanninger Christian Herold Helmut Prosch Georg Langs Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics. 2021 abs/2111.13069 CoRR https://arxiv.org/abs/2111.13069 db/journals/corr/corr2111.html#abs-2111-13069

Amirreza Mahbod Philipp Tschandl Georg Langs Rupert Ecker Isabella Ellinger The effects of skin lesion segmentation on the performance of dermatoscopic image classification. 105725 2020 197 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2020.105725 https://www.wikidata.org/entity/Q98939779 db/journals/cmpb/cmpb197.html#MahbodTLEE20

Karl-Heinz Nenning Ting Xu 0001 Ernst Schwartz Jesús Arroyo 0001 Adelheid Woehrer Alexandre R. Franco Joshua T. Vogelstein Daniel S. Margulies Hesheng Liu Jonathan Smallwood Michael P. Milham Georg Langs Joint embedding: A scalable alignment to compare individuals in a connectivity space. 117232 2020 222 NeuroImage https://doi.org/10.1016/j.neuroimage.2020.117232 https://www.wikidata.org/entity/Q98282965 db/journals/neuroimage/neuroimage222.html#NenningXSAWFVML20

Ting Xu 0001 Karl-Heinz Nenning Ernst Schwartz Seok-Jun Hong Joshua T. Vogelstein Alexandros Goulas Damien A. Fair Charles E. Schroeder Daniel S. Margulies Jonny Smallwood Michael P. Milham Georg Langs Cross-species functional alignment reveals evolutionary hierarchy within the connectome. 117346 2020 223 NeuroImage https://doi.org/10.1016/j.neuroimage.2020.117346 https://www.wikidata.org/entity/Q99357442 db/journals/neuroimage/neuroimage223.html#XuNSHVGFSMSML20

Philipp Seeböck José Ignacio Orlando Thomas Schlegl Sebastian M. Waldstein Hrvoje Bogunovic Sophie Klimscha Georg Langs Ursula Schmidt-Erfurth Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. 87-98 2020 39 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2019.2919951 https://www.wikidata.org/entity/Q92561518 db/journals/tmi/tmi39.html#SeebockOSWBKLS20

Christian Wachinger Matthew Toews Georg Langs William M. Wells III Polina Golland Keypoint Transfer for Fast Whole-Body Segmentation. 273-282 2020 39 IEEE Trans. Medical Imaging 2 https://doi.org/10.1109/TMI.2018.2851194 https://www.wikidata.org/entity/Q63386996 db/journals/tmi/tmi39.html#WachingerTLWG20

Philipp Seeböck José Ignacio Orlando Thomas Schlegl Sebastian M. Waldstein Hrvoje Bogunovic Sophie Klimscha Georg Langs Ursula Schmidt-Erfurth Correction to "Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT". 1291 2020 39 IEEE Trans. Medical Imaging 4 https://doi.org/10.1109/TMI.2020.2972082 https://www.wikidata.org/entity/Q91570339 db/journals/tmi/tmi39.html#SeebockOSWBKLS20a

Johannes Hofmanninger Matthias Perkonigg James A. Brink Oleg S. Pianykh Christian Herold Georg Langs Dynamic Memory to Alleviate Catastrophic Forgetting in Continuous Learning Settings. 359-368 2020 MICCAI (2) https://doi.org/10.1007/978-3-030-59713-9_35 conf/miccai/2020-2 db/conf/miccai/miccai2020-2.html#HofmanningerPBP20

Johannes Hofmanninger Florian Prayer Jeanny Pan Sebastian Rohrich Helmut Prosch Georg Langs Automatic lung segmentation in routine imaging is a data diversity problem, not a methodology problem. 2020 abs/2001.11767 CoRR https://arxiv.org/abs/2001.11767 db/journals/corr/corr2001.html#abs-2001-11767

Johannes Hofmanninger Sebastian Röhrich Helmut Prosch Georg Langs Separation of target anatomical structure and occlusions in chest radiographs. 2020 abs/2002.00751 CoRR https://arxiv.org/abs/2002.00751 db/journals/corr/corr2002.html#abs-2002-00751

Matthias Perkonigg Daniel Sobotka Ahmed Ba-Ssalamah Georg Langs Unsupervised deep clustering for predictive texture pattern discovery in medical images. 2020 abs/2002.03721 CoRR https://arxiv.org/abs/2002.03721 db/journals/corr/corr2002.html#abs-2002-03721

Johannes Hofmanninger Matthias Perkonigg James A. Brink Oleg S. Pianykh Christian Herold Georg Langs Dynamic memory to alleviate catastrophic forgetting in continuous learning settings. 2020 abs/2007.02639 CoRR https://arxiv.org/abs/2007.02639 db/journals/corr/corr2007.html#abs-2007-02639

Amirreza Mahbod Philipp Tschandl Georg Langs Rupert Ecker Isabella Ellinger The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification. 2020 abs/2008.12602 CoRR https://arxiv.org/abs/2008.12602 db/journals/corr/corr2008.html#abs-2008-12602

Thomas Schlegl Philipp Seeböck Sebastian M. Waldstein Georg Langs Ursula Schmidt-Erfurth f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks. 30-44 2019 54 Medical Image Anal. https://doi.org/10.1016/j.media.2019.01.010 https://www.wikidata.org/entity/Q63387986 db/journals/mia/mia54.html#SchleglSWLS19

Marie Piraud Markus Wennmann Laurent Kintzelé Jens Hillengass Ulrich Keller Georg Langs Marc-André Weber Björn H. Menze Towards quantitative imaging biomarkers of tumor dissemination: A multi-scale parametric modeling of multiple myeloma. 214-225 2019 57 Medical Image Anal. https://doi.org/10.1016/j.media.2019.07.001 https://www.wikidata.org/entity/Q92206206 db/journals/mia/mia57.html#PiraudWKHKLWM19

Philipp Seeböck Sebastian M. Waldstein Sophie Klimscha Hrvoje Bogunovic Thomas Schlegl Bianca S. Gerendas Rene Donner Ursula Schmidt-Erfurth Georg Langs Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data. 1037-1047 2019 38 IEEE Trans. Medical Imaging 4 https://doi.org/10.1109/TMI.2018.2877080 https://www.wikidata.org/entity/Q57803060 db/journals/tmi/tmi38.html#SeebockWKBSGDSL19

Andreas Holzinger Georg Langs Helmut Denk Kurt Zatloukal Heimo Müller Causability and explainability of artificial intelligence in medicine. 2019 9 WIREs Data Mining Knowl. Discov. 4 https://doi.org/10.1002/widm.1312 https://www.wikidata.org/entity/Q89848973 db/journals/widm/widm9.html#HolzingerLDZM19

Philipp Seeböck David Romo-Bucheli Sebastian M. Waldstein Hrvoje Bogunovic José Ignacio Orlando Bianca S. Gerendas Georg Langs Ursula Schmidt-Erfurth Using Cyclegans for Effectively Reducing Image Variability Across OCT Devices and Improving Retinal Fluid Segmentation. 605-609 2019 ISBI https://doi.org/10.1109/ISBI.2019.8759158 conf/isbi/2019 db/conf/isbi/isbi2019.html#SeebockRWBOGLS19 Daniel Sobotka Roxane Licandro Michael Ebner Ernst Schwartz Tom Vercauteren Sébastien Ourselin Gregor Kasprian Daniela Prayer Georg Langs Reproducibility of Functional Connectivity Estimates in Motion Corrected Fetal fMRI. 123-132 2019 SUSI/PIPPI@MICCAI https://doi.org/10.1007/978-3-030-32875-7_14 conf/miccai/2019susi db/conf/miccai/susi2019.html#SobotkaLESVOKPL19 Athena Taymourtash Ernst Schwartz Karl-Heinz Nenning Daniel Sobotka Mariana Diogo Gregor Kasprian Daniela Prayer Georg Langs Quantifying Residual Motion Artifacts in Fetal fMRI Data. 171-180 2019 SUSI/PIPPI@MICCAI https://doi.org/10.1007/978-3-030-32875-7_19 conf/miccai/2019susi db/conf/miccai/susi2019.html#TaymourtashSNSD19

Philipp Seeböck David Romo-Bucheli Sebastian M. Waldstein Hrvoje Bogunovic José Ignacio Orlando Bianca S. Gerendas Georg Langs Ursula Schmidt-Erfurth Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation. 2019 abs/1901.08379 CoRR http://arxiv.org/abs/1901.08379 db/journals/corr/corr1901.html#abs-1901-08379

Philipp Seeböck José Ignacio Orlando Thomas Schlegl Sebastian M. Waldstein Hrvoje Bogunovic Sophie Klimscha Georg Langs Ursula Schmidt-Erfurth Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. 2019 abs/1905.12806 CoRR http://arxiv.org/abs/1905.12806 db/journals/corr/corr1905.html#abs-1905-12806

Roxane Licandro Thomas Schlegl Michael Reiter Markus Diem Michael N. Dworzak Angela Schumich Georg Langs Martin Kampel WGAN Latent Space Embeddings for Blast Identification in Childhood Acute Myeloid Leukaemia. 3868-3873 2018 ICPR https://doi.org/10.1109/ICPR.2018.8546177 https://doi.ieeecomputersociety.org/10.1109/ICPR.2018.8546177 conf/icpr/2018 db/conf/icpr/icpr2018.html#LicandroSRDDSLK18 Matthias Perkonigg Johannes Hofmanninger Björn H. Menze Marc-André Weber Georg Langs Detecting Bone Lesions in Multiple Myeloma Patients Using Transfer Learning. 22-30 2018 DATRA/PIPPI@MICCAI https://doi.org/10.1007/978-3-030-00807-9_3 https://www.wikidata.org/entity/Q63387480 conf/miccai/2018datra db/conf/miccai/datra2018.html#PerkoniggHMWL18 Roxane Licandro Johannes Hofmanninger Marc-André Weber Björn H. Menze Georg Langs Predicting Future Bone Infiltration Patterns in Multiple Myeloma. 76-84 2018 Patch-MI@MICCAI https://doi.org/10.1007/978-3-030-00500-9_9 https://www.wikidata.org/entity/Q63387488 conf/miccai/2018patchmi db/conf/miccai/patchmi2018.html#LicandroHWML18

Thomas Schlegl Hrvoje Bogunovic Sophie Klimscha Philipp Seeböck Amir Sadeghipour Bianca S. Gerendas Sebastian M. Waldstein Georg Langs Ursula Schmidt-Erfurth Fully Automated Segmentation of Hyperreflective Foci in Optical Coherence Tomography Images. 2018 abs/1805.03278 CoRR http://arxiv.org/abs/1805.03278 db/journals/corr/corr1805.html#abs-1805-03278

Christian Wachinger Matthew Toews Georg Langs William M. Wells III Polina Golland Keypoint Transfer for Fast Whole-Body Segmentation. 2018 abs/1806.08723 CoRR http://arxiv.org/abs/1806.08723 db/journals/corr/corr1806.html#abs-1806-08723

Philipp Seeböck Sebastian M. Waldstein Sophie Klimscha Hrvoje Bogunovic Thomas Schlegl Bianca S. Gerendas René Donner Ursula Schmidt-Erfurth Georg Langs Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data. 2018 abs/1810.13404 CoRR http://arxiv.org/abs/1810.13404 db/journals/corr/corr1810.html#abs-1810-13404

Sebastian F. Baumbach Jakob Binder Alexander Synek Fabian G. Mück Yan Chevalier Ekkehard Euler Georg Langs Lukas Fischer 0001 Analysis of the three-dimensional anatomical variance of the distal radius using 3D shape models. 23:1-23:9 2017 17 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-017-0193-9 https://www.wikidata.org/entity/Q36301199 db/journals/bmcmi/bmcmi17.html#BaumbachBSMCELF17

Karl-Heinz Nenning Hesheng Liu Satrajit S. Ghosh Mert R. Sabuncu Ernst Schwartz Georg Langs Diffeomorphic functional brain surface alignment: Functional demons. 456-465 2017 156 NeuroImage https://doi.org/10.1016/j.neuroimage.2017.04.028 https://www.wikidata.org/entity/Q38833674 db/journals/neuroimage/neuroimage156.html#NenningLGSSL17

Wolf-Dieter Vogl Sebastian M. Waldstein Bianca S. Gerendas Ursula Schmidt-Erfurth Georg Langs Predicting Macular Edema Recurrence from Spatio-Temporal Signatures in Optical Coherence Tomography Images. 1773-1783 2017 36 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2017.2700213 https://www.wikidata.org/entity/Q38802533 db/journals/tmi/tmi36.html#VoglWGSL17

Marie Bieth Loïc Peter Stephan G. Nekolla Matthias Eiber Georg Langs Markus Schwaiger Bjoern H. Menze Segmentation of Skeleton and Organs in Whole-Body CT Images via Iterative Trilateration. 2276-2286 2017 36 IEEE Trans. Medical Imaging 11 https://doi.org/10.1109/TMI.2017.2720261 https://www.wikidata.org/entity/Q47777707 db/journals/tmi/tmi36.html#BiethPNELSM17

Thomas Schlegl Philipp Seeböck Sebastian M. Waldstein Ursula Schmidt-Erfurth Georg Langs Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery. 146-157 2017 IPMI https://doi.org/10.1007/978-3-319-59050-9_12 https://www.wikidata.org/entity/Q63388000 conf/ipmi/2017 db/conf/ipmi/ipmi2017.html#SchleglSWSL17 Ernst Schwartz Karl-Heinz Nenning Gregor Kasprian Anna-Lisa Schuler Lisa Bartha-Doering Georg Langs Multivariate Manifold Modelling of Functional Connectivity in Developing Language Networks. 311-322 2017 IPMI https://doi.org/10.1007/978-3-319-59050-9_25 https://www.wikidata.org/entity/Q63387997 conf/ipmi/2017 db/conf/ipmi/ipmi2017.html#SchwartzNKSBL17 Roxane Licandro Karl-Heinz Nenning Ernst Schwartz Kathrin Kollndorfer Lisa Bartha-Doering Hesheng Liu Georg Langs Assessing Reorganisation of Functional Connectivity in the Infant Brain. 14-24 2017 FIFI/OMIA@MICCAI https://doi.org/10.1007/978-3-319-67561-9_2 https://www.wikidata.org/entity/Q63387995 conf/miccai/2017fifi db/conf/miccai/fifi2017.html#LicandroNSKBLL17 Johannes Hofmanninger Bjoern H. Menze Marc-André Weber Georg Langs Mapping Multi-Modal Routine Imaging Data to a Single Reference via Multiple Templates. 341-348 2017 DLMIA/ML-CDS@MICCAI https://doi.org/10.1007/978-3-319-67558-9_39 https://www.wikidata.org/entity/Q63387496 conf/miccai/2017dlmia db/conf/miccai/dlmia2017.html#HofmanningerMWL17 Katharina Grünberg András Jakab Georg Langs Tomas Salas Fernandez Marianne Winterstein Marc-André Weber Markus Krenn Oscar Alfonso Jiménez del Toro Ethical and Privacy Aspects of Using Medical Image Data. 33-43 2017 Cloud-Based Benchmarking of Medical Image Analysis https://doi.org/10.1007/978-3-319-49644-3_3 books/sp/HML2017 db/books/collections/HML2017.html#GrunbergJLFWWKT17 Katharina Grünberg Oscar Alfonso Jiménez del Toro András Jakab Georg Langs Tomas Salas Fernandez Marianne Winterstein Marc-André Weber Markus Krenn Annotating Medical Image Data. 45-67 2017 Cloud-Based Benchmarking of Medical Image Analysis https://doi.org/10.1007/978-3-319-49644-3_4 books/sp/HML2017 db/books/collections/HML2017.html#GrunbergTJLFWWK17 Markus Krenn Katharina Grünberg Oscar Alfonso Jiménez del Toro András Jakab Tomàs Salas Fernandez Marianne Winterstein Marc-André Weber Georg Langs Datasets Created in VISCERAL. 69-84 2017 Cloud-Based Benchmarking of Medical Image Analysis https://doi.org/10.1007/978-3-319-49644-3_5 books/sp/HML2017 db/books/collections/HML2017.html#KrennGJJFWWL17 Oscar Alfonso Jiménez del Toro Henning Müller Antonio Foncubierta-Rodríguez Georg Langs Allan Hanbury Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark. 127-141 2017 Cloud-Based Benchmarking of Medical Image Analysis https://doi.org/10.1007/978-3-319-49644-3_8 books/sp/HML2017 db/books/collections/HML2017.html#ToroMFLH17 Allan Hanbury Henning Müller Georg Langs Cloud-Based Benchmarking of Medical Image Analysis Springer 2017 978-3-319-49642-9 978-3-319-49644-3 https://doi.org/10.1007/978-3-319-49644-3 db/books/collections/HML2017.html Henning Müller B. Michael Kelm Tal Arbel Weidong Cai 0001 Manual Jorge Cardoso Georg Langs Bjoern H. Menze Dimitris N. Metaxas Albert Montillo William M. Wells III Shaoting Zhang 0001 Albert C. S. Chung Mark Jenkinson Annemie Ribbens Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging - MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers MCV/BAMBI@MICCAI Springer 2017 Lecture Notes in Computer Science 10081 978-3-319-61187-7 978-3-319-61188-4 https://doi.org/10.1007/978-3-319-61188-4 db/conf/miccai/mcv2016.html

Jing Wu 0010 Sebastian M. Waldstein Alessio Montuoro Bianca S. Gerendas Georg Langs Ursula Schmidt-Erfurth Automated Fovea Detection in Spectral Domain Optical Coherence Tomography Scans of Exudative Macular Disease. 7468953:1-7468953:9 2016 2016 Int. J. Biomed. Imaging https://doi.org/10.1155/2016/7468953 https://www.wikidata.org/entity/Q39359147 db/journals/ijbi/ijbi2016.html#WuWMGLS16

Oscar Alfonso Jiménez del Toro Henning Müller Markus Krenn Katharina Gruenberg Abdel Aziz Taha Marianne Winterstein Ivan Eggel Antonio Foncubierta-Rodríguez Orcun Goksel András Jakab Georgios Kontokotsios Georg Langs Bjoern H. Menze Tomas Salas Fernandez Roger Schaer Anna Walleyo Marc-André Weber Yashin Dicente Cid Tobias Gass Mattias P. Heinrich Fucang Jia Fredrik Kahl Razmig Kéchichian Dominic Mai Assaf B. Spanier Graham Vincent Chunliang Wang Daniel Wyeth Allan Hanbury Cloud-Based Evaluation of Anatomical Structure Segmentation and Landmark Detection Algorithms: VISCERAL Anatomy Benchmarks. 2459-2475 2016 35 IEEE Trans. Medical Imaging 11 https://doi.org/10.1109/TMI.2016.2578680 https://www.wikidata.org/entity/Q39681482 db/journals/tmi/tmi35.html#ToroMKGTWEFGJKL16

Johannes Hofmanninger Markus Krenn Markus Holzer 0003 Thomas Schlegl Helmut Prosch Georg Langs Unsupervised Identification of Clinically Relevant Clusters in Routine Imaging Data. 192-200 2016 MICCAI (1) https://doi.org/10.1007/978-3-319-46720-7_23 https://www.wikidata.org/entity/Q63388012 conf/miccai/2016-1 db/conf/miccai/miccai2016-1.html#HofmanningerK0S16 Ernst Schwartz Gregor Kasprian András Jakab Daniela Prayer Veronika Schöpf Georg Langs Modeling Fetal Cortical Expansion Using Graph-Regularized Gompertz Models. 247-254 2016 MICCAI (1) https://doi.org/10.1007/978-3-319-46720-7_29 https://www.wikidata.org/entity/Q63388010 conf/miccai/2016-1 db/conf/miccai/miccai2016-1.html#SchwartzKJPSL16 Ehsan Shahrian Varnousfaderani Wolf-Dieter Vogl Jing Wu 0010 Bianca S. Gerendas Christian Simader Georg Langs Sebastian M. Waldstein Ursula Schmidt-Erfurth Geodesic denoising for optical coherence tomography images. 97840K 2016 Image Processing https://doi.org/10.1117/12.2216972 https://www.wikidata.org/entity/Q63388005 conf/miip/2016 db/conf/miip/miip2016.html#Varnousfaderani16 Ehsan Shahrian Varnousfaderani Wolf-Dieter Vogl Jing Wu 0010 Bianca S. Gerendas Christian Simader Georg Langs Sebastian M. Waldstein Ursula Schmidt-Erfurth Improve synthetic retinal OCT images with present of pathologies and textural information. 97843V 2016 Image Processing https://doi.org/10.1117/12.2217399 https://www.wikidata.org/entity/Q63388007 conf/miip/2016 db/conf/miip/miip2016.html#Varnousfaderani16b Bjoern H. Menze Georg Langs Albert Montillo B. Michael Kelm Henning Müller Shaoting Zhang 0001 Tom Weidong Cai Dimitris N. Metaxas Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers MCV@MICCAI Springer 2016 Lecture Notes in Computer Science 9601 978-3-319-42015-8 https://doi.org/10.1007/978-3-319-42016-5 db/conf/miccai/mcv2015.html Irina Rish Georg Langs Leila Wehbe Guillermo A. Cecchi Kai-min Kevin Chang Brian Murphy Machine Learning and Interpretation in Neuroimaging - 4th International Workshop, MLINI 2014, Held at NIPS 2014, Montreal, QC, Canada, December 13, 2014, Revised Selected Papers MLINI@NIPS Springer 2016 Lecture Notes in Computer Science 9444 978-3-319-45173-2 https://doi.org/10.1007/978-3-319-45174-9 https://www.wikidata.org/entity/Q56669350 db/conf/nips/mlini2014.html

Philipp Seeböck Sebastian M. Waldstein Sophie Klimscha Bianca S. Gerendas René Donner Thomas Schlegl Ursula Schmidt-Erfurth Georg Langs Identifying and Categorizing Anomalies in Retinal Imaging Data. 2016 abs/1612.00686 CoRR http://arxiv.org/abs/1612.00686 db/journals/corr/corr1612.html#SeebockWKGDSSL16

Dimitrios Markonis Markus Holzer 0003 Frederic Baroz Rafael Luis Ruiz De Castaneda Célia Boyer Georg Langs Henning Müller User-oriented evaluation of a medical image retrieval system for radiologists. 774-783 2015 84 Int. J. Medical Informatics 10 https://doi.org/10.1016/j.ijmedinf.2015.04.003 https://www.wikidata.org/entity/Q38545166 db/journals/ijmi/ijmi84.html#MarkonisHBCBLM15

András Jakab Gregor Kasprian Ernst Schwartz Gerlinde Maria Gruber Christian Mitter Daniela Prayer Veronika Schöpf Georg Langs Disrupted developmental organization of the structural connectome in fetuses with corpus callosum agenesis. 277-288 2015 111 NeuroImage https://doi.org/10.1016/j.neuroimage.2015.02.038 https://www.wikidata.org/entity/Q48305006 db/journals/neuroimage/neuroimage111.html#JakabKSGMPSL15

Marie Bieth Rene Donner Georg Langs Markus Schwaiger Bjoern H. Menze Anatomical triangulation: from sparse landmarks to dense annotation of the skeleton in CT images. 84.1-84.10 2015 BMVC https://doi.org/10.5244/C.29.84 conf/bmvc/2015 db/conf/bmvc/bmvc2015.html#BiethDLSM15 Johannes Hofmanninger Georg Langs Mapping visual features to semantic profiles for retrieval in medical imaging. 457-465 2015 CVPR https://doi.org/10.1109/CVPR.2015.7298643 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7298643 https://www.wikidata.org/entity/Q63388022 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#HofmanningerL15 Henning Müller Oscar Alfonso Jiménez del Toro Allan Hanbury Georg Langs Antonio Foncubierta-Rodríguez Overview of the First Workshop of Muldimodal Retrieval in the Medical Domain (MRMD 2015). 1-7 2015 MRDM@ECIR https://doi.org/10.1007/978-3-319-24471-6_1 https://www.wikidata.org/entity/Q63388031 conf/ecir/2015mrdm db/conf/ecir/mrdm2015.html#MullerTHLF15a Oscar Alfonso Jiménez del Toro Allan Hanbury Georg Langs Antonio Foncubierta-Rodríguez Henning Müller Overview of the VISCERAL Retrieval Benchmark 2015. 115-123 2015 MRDM@ECIR https://doi.org/10.1007/978-3-319-24471-6_10 https://www.wikidata.org/entity/Q63388029 conf/ecir/2015mrdm db/conf/ecir/mrdm2015.html#ToroHLFM15 Henning Müller Oscar Alfonso Jiménez del Toro Allan Hanbury Georg Langs Antonio Foncubierta-Rodríguez Workshop Multimodal Retrieval in the Medical Domain (MRMD) 2015. 834-837 2015 ECIR https://doi.org/10.1007/978-3-319-16354-3_97 conf/ecir/2015 db/conf/ecir/ecir2015.html#MullerTHLF15 Wolf-Dieter Vogl Sebastian M. Waldstein Bianca S. Gerendas Christian Simader Ana-Maria Glodan Dominika Podkowinski Ursula Schmidt-Erfurth Georg Langs Spatio-Temporal Signatures to Predict Retinal Disease Recurrence. 152-163 2015 IPMI https://doi.org/10.1007/978-3-319-19992-4_12 https://www.wikidata.org/entity/Q63388040 conf/ipmi/2015 db/conf/ipmi/ipmi2015.html#VoglWGSGPSL15 Christian Wachinger Matthew Toews Georg Langs William M. Wells III Polina Golland Keypoint Transfer Segmentation. 233-245 2015 IPMI https://doi.org/10.1007/978-3-319-19992-4_18 https://www.wikidata.org/entity/Q35920135 conf/ipmi/2015 db/conf/ipmi/ipmi2015.html#WachingerTLWG15 Thomas Schlegl Sebastian M. Waldstein Wolf-Dieter Vogl Ursula Schmidt-Erfurth Georg Langs Predicting Semantic Descriptions from Medical Images with Convolutional Neural Networks. 437-448 2015 IPMI https://doi.org/10.1007/978-3-319-19992-4_34 https://www.wikidata.org/entity/Q63388034 conf/ipmi/2015 db/conf/ipmi/ipmi2015.html#SchleglWVSL15 Karl-Heinz Nenning Kathrin Kollndorfer Veronika Schöpf Daniela Prayer Georg Langs Multi-subject Manifold Alignment of Functional Network Structures via Joint Diagonalization. 462-473 2015 IPMI https://doi.org/10.1007/978-3-319-19992-4_36 https://www.wikidata.org/entity/Q63388025 conf/ipmi/2015 db/conf/ipmi/ipmi2015.html#NenningKSPL15 Orcun Goksel Antonio Foncubierta-Rodríguez Oscar Alfonso Jiménez del Toro Henning Müller Georg Langs Marc-André Weber Bjoern H. Menze Ivan Eggel Katharina Gruenberg Marianne Winterstein Markus Holzer 0003 Markus Krenn Georgios Kontokotsios Sokratis Metallidis Roger Schaer Abdel Aziz Taha András Jakab Tomas Salas Fernandez Allan Hanbury Overview of the VISCERAL Challenge at ISBI 2015. 6-11 2015 VISCERAL Challenge@ISBI https://ceur-ws.org/Vol-1390/visceralISBI15-0.pdf conf/isbi/2015visceral db/conf/isbi/visceral2015.html#GokselFTMLWMEGW15 Henning Müller Bjoern H. Menze Georg Langs Albert Montillo B. Michael Kelm Shaoting Zhang 0001 Weidong Cai 0001 Dimitris N. Metaxas Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015). 3-9 2015 MCV@MICCAI https://doi.org/10.1007/978-3-319-42016-5_1 https://www.wikidata.org/entity/Q63387516 conf/miccai/2015mcv db/conf/miccai/mcv2015.html#MullerMLMKZCM15 Markus Krenn Matthias Dorfer Oscar Alfonso Jiménez del Toro Henning Müller Bjoern H. Menze Marc-André Weber Allan Hanbury Georg Langs Creating a Large-Scale Silver Corpus from Multiple Algorithmic Segmentations. 103-115 2015 MCV@MICCAI https://doi.org/10.1007/978-3-319-42016-5_10 https://www.wikidata.org/entity/Q63387511 conf/miccai/2015mcv db/conf/miccai/mcv2015.html#KrennDTMMWHL15 Georg Langs Polina Golland Satrajit S. Ghosh Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion. 313-320 2015 MICCAI (2) https://doi.org/10.1007/978-3-319-24571-3_38 https://www.wikidata.org/entity/Q57261471 conf/miccai/2015-2 db/conf/miccai/miccai2015-2.html#LangsGG15 Alessio Montuoro Christian Simader Georg Langs Ursula Schmidt-Erfurth Rotation invariant eigenvessels and auto-context for retinal vessel detection. 94131F 2015 Image Processing https://doi.org/10.1117/12.2081918 https://www.wikidata.org/entity/Q63388038 conf/miip/2015 db/conf/miip/miip2015.html#MontuoroSLS15 Alexander Valentinitsch Lukas Fischer 0001 Janina Patsch Jan Bauer Franz Kainberger Georg Langs Matthew D. DiFranco Trabecular bone class mapping across resolutions: translating methods from HR-pQCT to clinical CT. 94131D 2015 Image Processing https://doi.org/10.1117/12.2081187 https://www.wikidata.org/entity/Q63388043 conf/miip/2015 db/conf/miip/miip2015.html#ValentinitschFP15 Jing Wu 0010 Sebastian M. Waldstein Bianca S. Gerendas Georg Langs Christian Simader Ursula Schmidt-Erfurth Automated retinal fovea type distinction in spectral-domain optical coherence tomography of retinal vein occlusion. 94133D 2015 Image Processing https://doi.org/10.1117/12.2076570 https://www.wikidata.org/entity/Q63388018 conf/miip/2015 db/conf/miip/miip2015.html#WuWGLSS15 Henning Müller Oscar Alfonso Jiménez del Toro Allan Hanbury Georg Langs Antonio Foncubierta-Rodríguez Multimodal Retrieval in the Medical Domain - First International Workshop, MRMD 2015, Vienna, Austria, March 29, 2015, Revised Selected Papers MRDM@ECIR Springer 2015 Lecture Notes in Computer Science 9059 978-3-319-24470-9 https://doi.org/10.1007/978-3-319-24471-6 https://www.wikidata.org/entity/Q63388027 db/conf/ecir/mrdm2015.html

Eva Dittrich Tammy Riklin Raviv Gregor Kasprian René Donner Peter C. Brugger Daniela Prayer Georg Langs A spatio-temporal latent atlas for semi-supervised learning of fetal brain segmentations and morphological age estimation. 9-21 2014 18 Medical Image Anal. 1 https://doi.org/10.1016/j.media.2013.08.004 https://www.wikidata.org/entity/Q48160054 db/journals/mia/mia18.html#DittrichRKDBPL14

Georg Langs Andrew Sweet Danial Lashkari Yanmei Tie Laura Rigolo Alexandra J. Golby Polina Golland Decoupling function and anatomy in atlases of functional connectivity patterns: Language mapping in tumor patients. 462-475 2014 103 NeuroImage https://doi.org/10.1016/j.neuroimage.2014.08.029 https://www.wikidata.org/entity/Q35461598 db/journals/neuroimage/neuroimage103.html#LangsSLTRGG14

Florian Ganglberger Florian Schulze Laszlo Tirian Alexey A. Novikov Barry J. Dickson Katja Bühler Georg Langs Structure-Based Neuron Retrieval Across Drosophila Brains. 423-434 2014 12 Neuroinformatics 3 https://doi.org/10.1007/s12021-014-9219-4 https://www.wikidata.org/entity/Q51121640 db/journals/ni/ni12.html#GanglbergerSTNDBL14

Liadh Kelly Sebastian Dungs Sascha Kriewel Allan Hanbury Lorraine Goeuriot Gareth J. F. Jones Georg Langs Henning Müller Khresmoi Professional: Multilingual, Multimodal Professional Medical Search. 754-758 2014 ECIR https://doi.org/10.1007/978-3-319-06028-6_89 https://www.wikidata.org/entity/Q62651617 conf/ecir/2014 db/conf/ecir/ecir2014.html#KellyDKHGJLM14 Henning Müller Bjoern H. Menze Georg Langs Albert Montillo B. Michael Kelm Shaoting Zhang 0001 Tom Weidong Cai Dimitris N. Metaxas Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014). 3-10 2014 MCV https://doi.org/10.1007/978-3-319-13972-2_1 https://www.wikidata.org/entity/Q62651634 conf/miccai/2014mcv db/conf/miccai/mcv2014.html#MullerMLMKZCM14 Ernst Schwartz András Jakab Gregor Kasprian Lilla Zöllei Georg Langs A Locally Linear Method for Enforcing Temporal Smoothness in Serial Image Registration. 13-24 2014 STIA https://doi.org/10.1007/978-3-319-14905-9_2 https://www.wikidata.org/entity/Q63388015 conf/miccai/2014stia db/conf/miccai/stia2014.html#SchwartzJKZL14 Thomas Schlegl Joachim Ofner Georg Langs Unsupervised Pre-training Across Image Domains Improves Lung Tissue Classification. 82-93 2014 MCV https://doi.org/10.1007/978-3-319-13972-2_8 https://www.wikidata.org/entity/Q63388055 conf/miccai/2014mcv db/conf/miccai/mcv2014.html#SchleglOL14 Wolf-Dieter Vogl Helmut Prosch Christina Müller-Mang Ursula Schmidt-Erfurth Georg Langs Longitudinal Alignment of Disease Progression in Fibrosing Interstitial Lung Disease. 97-104 2014 MICCAI (2) https://doi.org/10.1007/978-3-319-10470-6_13 https://www.wikidata.org/entity/Q63388048 conf/miccai/2014-2 db/conf/miccai/miccai2014-2.html#VoglPMSL14 Alessio Montuoro Jing Wu 0010 Sebastian M. Waldstein Bianca S. Gerendas Georg Langs Christian Simader Ursula Schmidt-Erfurth Motion Artefact Correction in Retinal Optical Coherence Tomography Using Local Symmetry. 130-137 2014 MICCAI (2) https://doi.org/10.1007/978-3-319-10470-6_17 https://www.wikidata.org/entity/Q63388051 conf/miccai/2014-2 db/conf/miccai/miccai2014-2.html#MontuoroWWGLSS14 Dimitrios Markonis René Donner Markus Holzer 0003 Thomas Schlegl Sebastian Dungs Sascha Kriewel Georg Langs Henning Müller A Visual Information Retrieval System for Radiology Reports and the Medical Literature. 390-393 2014 MMM (2) https://doi.org/10.1007/978-3-319-04117-9_43 https://www.wikidata.org/entity/Q62651594 conf/mmm/2014-2 db/conf/mmm/mmm2014-2.html#MarkonisDHSDKLM14 Bjoern H. Menze Georg Langs Albert Montillo B. Michael Kelm Henning Müller Zhuowen Tu Medical Computer Vision. Large Data in Medical Imaging - Third International MICCAI Workshop, MCV 2013, Nagoya, Japan, September 26, 2013, Revised Selected Papers 2014 Springer Lecture Notes in Computer Science 8331 https://doi.org/10.1007/978-3-319-05530-5 978-3-319-05529-9 MCV db/conf/miccai/mcv2013.html Bjoern H. Menze Georg Langs Albert Montillo B. Michael Kelm Henning Müller Shaoting Zhang 0001 Tom Weidong Cai Dimitris N. Metaxas Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers 2014 Springer Lecture Notes in Computer Science 8848 https://doi.org/10.1007/978-3-319-13972-2 https://www.wikidata.org/entity/Q62651627 978-3-319-13971-5 MCV db/conf/miccai/mcv2014.html

Bjoern Holger Menze Georg Langs Zhuowen Tu Antonio Criminisi Whole-body anatomy localization via classification and regression forests. 1282 2013 17 Medical Image Anal. 8 https://doi.org/10.1016/j.media.2013.09.005 https://www.wikidata.org/entity/Q51156243 db/journals/mia/mia17.html#MenzeLTC13

René Donner Bjoern H. Menze Horst Bischof Georg Langs Global localization of 3D anatomical structures by pre-filtered Hough Forests and discrete optimization. 1304-1314 2013 17 Medical Image Anal. 8 https://doi.org/10.1016/j.media.2013.02.004 https://www.wikidata.org/entity/Q37254010 db/journals/mia/mia17.html#DonnerMBL13

Allan Hanbury Henning Müller Georg Langs Bjoern H. Menze Cloud-Based Evaluation Framework for Big Data. 104-114 2013 Future Internet Assembly https://doi.org/10.1007/978-3-642-38082-2_9 https://www.wikidata.org/entity/Q62651654 conf/fia/2013 db/conf/fia/fia2013.html#HanburyMLM13 Niraj Aswani Thomas Beckers 0002 Erich Birngruber Célia Boyer Andreas Burner Jakub Bystron Khalid Choukri Sarah Cruchet Hamish Cunningham Jan Dedek Ljiljana Dolamic René Donner Sebastian Dungs Ivan Eggel Antonio Foncubierta-Rodríguez Norbert Fuhr Adam Funk Alba Garcia Seco de Herrera Arnaud Gaudinat Georgi Georgiev 0001 Julien Gobeill Lorraine Goeuriot Paz Gomez Robert Mark Greenwood Manfred Gschwandtner Allan Hanbury Jan Hajic 0001 Jaroslava Hlavácová Markus Holzer 0003 Gareth J. F. Jones Blanca Jordan Matthias Jordan Klemens Kaderk Franz Kainberger Liadh Kelly Sascha Kriewel Marlene Kritz Georg Langs Nolan Lawson Dimitrios Markonis Iván Martínez Vassil Momtchev Alexandre Masselot Hélène Mazo Henning Müller João R. M. Palotti Pavel Pecina Konstantin Pentchev Deyan Peychev Natalia Pletneva Diana Pottecher Angus Roberts Patrick Ruch Alexander Sachs Matthias Samwald Priscille Schneller Veronika Stefanov Miguel Angel Tinte Zdenka Uresová Alejandro Vargas Dina Vishnyakova Khresmoi - Multilingual Semantic Search of Medical Text and Images. 1266 2013 MedInfo conf/medinfo/2013 db/conf/medinfo/medinfo2013.html#AswaniBB13 Henning Müller Bjoern H. Menze Georg Langs Albert Montillo B. Michael Kelm Zhuowen Tu Oscar Alfonso Jiménez del Toro Overview of the 2013 Workshop on Medical Computer Vision (MCV 2013). 3-10 2013 MCV https://doi.org/10.1007/978-3-319-05530-5_1 https://www.wikidata.org/entity/Q63387533 conf/miccai/2013mcv db/conf/miccai/mcv2013.html#MullerMLMKTT13 Matthias Dorfer René Donner Georg Langs Constructing an Un-biased Whole Body Atlas from Clinical Imaging Data by Fragment Bundling. 219-226 2013 MICCAI (1) https://doi.org/10.1007/978-3-642-40811-3_28 https://www.wikidata.org/entity/Q63388057 conf/miccai/2013-1 db/conf/miccai/miccai2013-1.html#DorferDL13 Satrajit S. Ghosh Anisha Keshavan Georg Langs Predicting Treatment Response from Resting State fMRI Data: Comparison of Parcellation Approaches. 225-228 2013 PRNI https://doi.org/10.1109/PRNI.2013.64 https://www.wikidata.org/entity/Q57261520 conf/prni/2013 db/conf/prni/prni2013.html#GhoshKL13 Bjoern H. Menze Georg Langs Le Lu 0001 Albert Montillo Zhuowen Tu Antonio Criminisi Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging - Second International MICCAI Workshop, MCV 2012, Nice, France, October 5, 2012, Revised Selected Papers 2013 Springer Lecture Notes in Computer Science 7766 https://doi.org/10.1007/978-3-642-36620-8 978-3-642-36619-2 MCV db/conf/miccai/mcv2012.html Allan Hanbury Henning Müller Georg Langs Marc-André Weber Bjoern H. Menze Tomas Salas Fernandez Bringing the Algorithms to the Data: Cloud-Based Benchmarking for Medical Image Analysis. 24-29 2012 CLEF https://doi.org/10.1007/978-3-642-33247-0_3 https://www.wikidata.org/entity/Q62651695 conf/clef/2012 db/conf/clef/clef2012.html#HanburyMLWMF12 Ernst Schwartz Johannes Holfeld Martin Czerny Georg Langs Visualizing changes in vessel wall dynamics due to stent-grafting in the aortic arch. 788-791 2012 ISBI https://doi.org/10.1109/ISBI.2012.6235666 https://www.wikidata.org/entity/Q63388068 conf/isbi/2012 db/conf/isbi/isbi2012.html#SchwartzHCL12 Georg Langs Allan Hanbury Bjoern H. Menze Henning Müller VISCERAL: Towards Large Data in Medical Imaging - Challenges and Directions. 92-98 2012 MCBR-CDS https://doi.org/10.1007/978-3-642-36678-9_9 https://www.wikidata.org/entity/Q62651691 conf/miccai/2012mcbr db/conf/miccai/mcbr2012.html#LangsHMM12 René Donner Bjoern H. Menze Horst Bischof Georg Langs Fast Anatomical Structure Localization Using Top-Down Image Patch Regression. 133-141 2012 MCV https://doi.org/10.1007/978-3-642-36620-8_14 https://www.wikidata.org/entity/Q63387539 conf/miccai/2012mcv db/conf/miccai/mcv2012.html#DonnerMBL12 Georg Langs Irina Rish Moritz Grosse-Wentrup Brian Murphy Machine Learning and Interpretation in Neuroimaging - International Workshop, MLINI 2011, Held at NIPS 2011, Sierra Nevada, Spain, December 16-17, 2011, Revised Selected and Invited Contributions 2012 Springer Lecture Notes in Computer Science 7263 https://doi.org/10.1007/978-3-642-34713-9 https://www.wikidata.org/entity/Q27726517 978-3-642-34712-2 MLINI db/conf/nips/mlini2011.html

Nikos Komodakis Georg Langs Horst Bischof Nikos Paragios Special issue on Optimization for vision, graphics and medical imaging: Theory and applications. 1597 2011 115 Comput. Vis. Image Underst. 12 https://doi.org/10.1016/j.cviu.2011.10.005 https://www.wikidata.org/entity/Q63388077 db/journals/cviu/cviu115.html#KomodakisLBP11

Georg Langs Nikos Paragios Pascal Desgranges Alain Rahmouni Hicham Kobeiter Learning deformation and structure simultaneously: In situ endograft deformation analysis. 12-21 2011 15 Medical Image Anal. 1 https://doi.org/10.1016/j.media.2010.06.005 https://www.wikidata.org/entity/Q43477016 db/journals/mia/mia15.html#LangsPDRK11

Georg Langs Bjoern H. Menze Danial Lashkari Polina Golland Detecting stable distributed patterns of brain activation using Gini contrast. 497-507 2011 56 NeuroImage 2 https://doi.org/10.1016/j.neuroimage.2010.07.074 https://www.wikidata.org/entity/Q24567989 db/journals/neuroimage/neuroimage56.html#LangsMLG11

Georg Langs Danial Lashkari Andrew Sweet Yanmei Tie Laura Rigolo Alexandra J. Golby Polina Golland Learning an Atlas of a Cognitive Process in Its Functional Geometry. 135-146 2011 IPMI https://doi.org/10.1007/978-3-642-22092-0_12 https://www.wikidata.org/entity/Q63388072 conf/ipmi/2011 db/conf/ipmi/ipmi2011.html#LangsLSTRGG11 Sebastian Haas Rene Donner Andreas Burner Markus Holzer 0003 Georg Langs Superpixel-Based Interest Points for Effective Bags of Visual Words Medical Image Retrieval. 58-68 2011 MCBR-CDS https://doi.org/10.1007/978-3-642-28460-1_6 https://www.wikidata.org/entity/Q63388065 conf/miccai/2011mcbr db/conf/miccai/mcbr2011.html#HaasDBHL11 Andreas Burner Rene Donner Marius Mayerhoefer Markus Holzer 0003 Franz Kainberger Georg Langs Texture Bags: Anomaly Retrieval in Medical Images Based on Local 3D-Texture Similarity. 116-127 2011 MCBR-CDS https://doi.org/10.1007/978-3-642-28460-1_11 https://www.wikidata.org/entity/Q57575181 conf/miccai/2011mcbr db/conf/miccai/mcbr2011.html#BurnerDMHKL11 René Donner Sebastian Haas Andreas Burner Markus Holzer 0003 Horst Bischof Georg Langs Evaluation of Fast 2D and 3D Medical Image Retrieval Approaches Based on Image Miniatures. 128-138 2011 MCBR-CDS https://doi.org/10.1007/978-3-642-28460-1_12 https://www.wikidata.org/entity/Q63388061 conf/miccai/2011mcbr db/conf/miccai/mcbr2011.html#DonnerHBHBL11 Bjoern H. Menze Georg Langs Zhuowen Tu Antonio Criminisi Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging - International MICCAI Workshop, MCV 2010, Beijing, China, September 20, 2010, Revised Selected Papers 6533 2011 https://doi.org/10.1007/978-3-642-18421-5 https://www.wikidata.org/entity/Q63387553 978-3-642-18420-8 MCV Lecture Notes in Computer Science Springer db/conf/miccai/mcv2010.html

Sebastian Zambanini Robert Sablatnig Harald Maier Georg Langs Automatic image-based assessment of lesion development during hemangioma follow-up examinations. 83-94 2010 50 Artif. Intell. Medicine 2 https://doi.org/10.1016/j.artmed.2010.06.003 https://www.wikidata.org/entity/Q39947171 db/journals/artmed/artmed50.html#ZambaniniSML10

Rene Donner Georg Langs Branislav Micusík Horst Bischof Generalized sparse MRF appearance models. 1031-1038 2010 28 Image Vis. Comput. 6 https://doi.org/10.1016/j.imavis.2009.07.010 https://www.wikidata.org/entity/Q63388089 db/journals/ivc/ivc28.html#DonnerLMB10

Alexander Valentinitsch Janina Patsch Dirk Mueller Franz Kainberger Georg Langs Texture Analysis in Quantitative Osteoporosis Assessment. 61-65 2010 Bildverarbeitung für die Medizin https://ceur-ws.org/Vol-574/bvm2010_13.pdf conf/bildmed/2010 db/conf/bildmed/bildmed2010.html#ValentinitschPMKL10 Ernst Schwartz Roman Gottardi Johannes Holfeld Christian Loewe Martin Czerny Georg Langs Evaluating deformation patterns of the thoracic aorta in gated CTA sequences. 21-24 2010 ISBI https://doi.org/10.1109/ISBI.2010.5490425 https://www.wikidata.org/entity/Q63388087 conf/isbi/2010 db/conf/isbi/isbi2010.html#SchwartzGHLCL10 Alexander Valentinitsch Janina Patsch Dirk Mueller Franz Kainberger Georg Langs Texture analysis in quantitative osteoporosis assessment: characterizing microarchitecture. 1361-1364 2010 ISBI https://doi.org/10.1109/ISBI.2010.5490250 https://www.wikidata.org/entity/Q63388091 conf/isbi/2010 db/conf/isbi/isbi2010.html#ValentinitschPMKL10 Rene Donner Erich Birngruber Helmut Steiner Horst Bischof Georg Langs Localization of 3D Anatomical Structures Using Random Forests and Discrete Optimization. 86-95 2010 MCV https://doi.org/10.1007/978-3-642-18421-5_9 https://www.wikidata.org/entity/Q63388075 conf/miccai/2010mcv db/conf/miccai/mcv2010.html#DonnerBSBL10 Georg Langs Yanmei Tie Laura Rigolo Alexandra J. Golby Polina Golland Functional Geometry Alignment and Localization of Brain Areas. 1225-1233 2010 NIPS https://proceedings.neurips.cc/paper/2010/hash/35f4a8d465e6e1edc05f3d8ab658c551-Abstract.html http://papers.nips.cc/paper/4059-functional-geometry-alignment-and-localization-of-brain-areas conf/nips/2010 db/conf/nips/nips2010.html#LangsTRGG10

Georg Langs Philipp Peloschek Horst Bischof Franz Kainberger Automatic Quantification of Joint Space Narrowing and Erosions in Rheumatoid Arthritis. 151-164 2009 28 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2008.2004401 https://www.wikidata.org/entity/Q51857850 db/journals/tmi/tmi28.html#LangsPBK09

Ahmed Besbes Nikos Komodakis Georg Langs Nikos Paragios Shape priors and discrete MRFs for knowledge-based segmentation. 1295-1302 2009 CVPR https://doi.org/10.1109/CVPR.2009.5206649 https://doi.org/10.1109/CVPRW.2009.5206649 https://doi.ieeecomputersociety.org/10.1109/CVPR.2009.5206649 https://www.wikidata.org/entity/Q63388105 conf/cvpr/2009 db/conf/cvpr/cvpr2009.html#BesbesKLP09 Radhouène Neji Nikos Paragios Gilles Fleury Jean-Philippe Thiran Georg Langs Classification of tensors and fiber tracts using Mercer-kernels encoding soft probabilistic spatial and diffusion information. 2168-2175 2009 CVPR https://doi.org/10.1109/CVPR.2009.5206500 https://doi.org/10.1109/CVPRW.2009.5206500 https://doi.ieeecomputersociety.org/10.1109/CVPR.2009.5206500 https://www.wikidata.org/entity/Q63388096 conf/cvpr/2009 db/conf/cvpr/cvpr2009.html#NejiPFTL09 Salma Essafi Georg Langs Nikos Paragios Hierarchical 3D diffusion wavelet shape priors. 1717-1724 2009 ICCV https://doi.org/10.1109/ICCV.2009.5459385 https://doi.ieeecomputersociety.org/10.1109/ICCV.2009.5459385 https://www.wikidata.org/entity/Q63388099 conf/iccv/2009 db/conf/iccv/iccv2009.html#EssafiLP09 Aristeidis Sotiras Nikos Komodakis Georg Langs Nikos Paragios Atlas-Based Deformable Mutual Population Segmentation. 5-8 2009 ISBI https://doi.org/10.1109/ISBI.2009.5192969 https://www.wikidata.org/entity/Q62788365 conf/isbi/2009 db/conf/isbi/isbi2009.html#SotirasKLP09 Salma Essafi Georg Langs Jean-François Deux Alain Rahmouni Guillaume Bassez Nikos Paragios Wavelet-Driven Knowledge-Based MRI Calf Muscle Segmentation. 225-228 2009 ISBI https://doi.org/10.1109/ISBI.2009.5193024 https://www.wikidata.org/entity/Q63388110 conf/isbi/2009 db/conf/isbi/isbi2009.html#EssafiLDRBP09 Radhouène Neji Georg Langs Jean-François Deux Mezri Maatouk Alain Rahmouni Guillaume Bassez Gilles Fleury Nikos Paragios Unsupervised Classification of Skeletal Fibers Using Diffusion Maps. 410-413 2009 ISBI https://doi.org/10.1109/ISBI.2009.5193071 https://www.wikidata.org/entity/Q63388108 conf/isbi/2009 db/conf/isbi/isbi2009.html#NejiLDMRBFP09 Rene Donner Horst Wildenauer Horst Bischof Georg Langs Weakly Supervised Group-Wise Model Learning Based on Discrete Optimization. 860-868 2009 MICCAI (1) https://doi.org/10.1007/978-3-642-04271-3_104 https://www.wikidata.org/entity/Q63388113 conf/miccai/2009-2 db/conf/miccai/miccai2009-2.html#DonnerWBL09 Salma Essafi Georg Langs Nikos Paragios Left Ventricle Segmentation Using Diffusion Wavelets and Boosting. 919-926 2009 MICCAI (1) https://doi.org/10.1007/978-3-642-04271-3_111 https://www.wikidata.org/entity/Q63388101 conf/miccai/2009-2 db/conf/miccai/miccai2009-2.html#EssafiLP09 Salma Essafi Georg Langs Nikos Paragios Sparsity, redundancy and optimal image support towards knowledge-based segmentation. 2008 CVPR https://doi.org/10.1109/CVPR.2008.4587478 https://doi.ieeecomputersociety.org/10.1109/CVPR.2008.4587478 https://www.wikidata.org/entity/Q63388122 conf/cvpr/2008 db/conf/cvpr/cvpr2008.html#EssafiLP08 Georg Langs Nikos Paragios Modeling the structure of multivariate manifolds: Shape maps. 2008 CVPR https://doi.org/10.1109/CVPR.2008.4587479 https://doi.ieeecomputersociety.org/10.1109/CVPR.2008.4587479 https://www.wikidata.org/entity/Q63388120 conf/cvpr/2008 db/conf/cvpr/cvpr2008.html#LangsP08 Yuan Han Georg Langs Nikos Paragios Group-wise MDL based registration of small animals in video sequences. 1179-1182 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541212 https://www.wikidata.org/entity/Q63388116 conf/isbi/2008 db/conf/isbi/isbi2008.html#HanLP08 Georg Langs Dimitris Samaras Nikos Paragios Jean Honorio Nelly Alia-Klein Dardo Tomasi Nora D. Volkow Rita Z. Goldstein Task-Specific Functional Brain Geometry from Model Maps. 925-933 2008 MICCAI (1) https://doi.org/10.1007/978-3-540-85988-8_110 https://www.wikidata.org/entity/Q63388126 conf/miccai/2008-1 db/conf/miccai/miccai2008-1.html#LangsSPHATVG08

Georg Langs Philipp Peloschek Rene Donner Horst Bischof Multiple appearance models. 2485-2495 2007 40 Pattern Recognit. 9 https://doi.org/10.1016/j.patcog.2006.11.019 https://www.wikidata.org/entity/Q63388139 db/journals/pr/pr40.html#LangsPDB07

Rene Donner Branislav Micusík Georg Langs Horst Bischof Sparse MRF Appearance Models for Fast Anatomical Structure Localisation. 2007 BMVC https://doi.org/10.5244/C.21.109 https://www.wikidata.org/entity/Q63388143 conf/bmvc/2007 db/conf/bmvc/bmvc2007.html#DonnerMLB07 1-10 Lech Szumilas Rene Donner Georg Langs Allan Hanbury Local Structure Detection with Orientation-invariant Radial Configuration. 2007 conf/cvpr/2007 CVPR https://doi.org/10.1109/CVPR.2007.383126 https://doi.ieeecomputersociety.org/10.1109/CVPR.2007.383126 https://www.wikidata.org/entity/Q63388131 db/conf/cvpr/cvpr2007.html#SzumilasDLH07 Georg Langs Nikos Paragios Rene Donner Pascal Desgranges Alain Rahmouni Hicham Kobeiter Motion Analysis of Endovascular Stent-Grafts by MDL Based Registration. 1-8 2007 ICCV https://doi.org/10.1109/ICCV.2007.4409149 https://doi.ieeecomputersociety.org/10.1109/ICCV.2007.4409149 https://www.wikidata.org/entity/Q63388135 conf/iccv/2007 db/conf/iccv/iccv2007.html#LangsPDDRK07 Rene Donner Branislav Micusík Georg Langs Lech Szumilas Philipp Peloschek Klaus Friedrich 0004 Horst Bischof Object Localization Based on Markov Random Fields and Symmetry Interest Points. 460-468 2007 conf/miccai/2007-2 MICCAI (2) https://doi.org/10.1007/978-3-540-75759-7_56 https://www.wikidata.org/entity/Q62489541 db/conf/miccai/miccai2007-2.html#DonnerMLSPFB07 Georg Langs Rene Donner Philipp Peloschek Horst Bischof Robust Autonomous Model Learning from 2D and 3D Data Sets. 968-976 2007 conf/miccai/2007-1 MICCAI (1) https://doi.org/10.1007/978-3-540-75757-3_117 https://www.wikidata.org/entity/Q62489177 db/conf/miccai/miccai2007-1.html#LangsDPB07 James Cheong Nathan Faggian Georg Langs David Suter Flavia M. Cicuttini A comparision of model-based methods for knee cartilage segmentation. 290-295 2007 conf/visapp/2007-1 VISAPP (1) db/conf/visapp/visapp2007-1.html#CheongFLSC07

Rene Donner Michael Reiter Georg Langs Philipp Peloschek Horst Bischof Fast Active Appearance Model Search Using Canonical Correlation Analysis. 1690-1694 2006 28 IEEE Trans. Pattern Anal. Mach. Intell. 10 https://doi.org/10.1109/TPAMI.2006.206 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2006.206 https://www.wikidata.org/entity/Q51933059 db/journals/pami/pami28.html#DonnerRLPB06

Georg Langs Philipp Peloschek Rene Donner Michael Reiter Horst Bischof Active Feature Models. 417-420 2006 conf/icpr/2006 ICPR (1) https://doi.org/10.1109/ICPR.2006.207 https://doi.ieeecomputersociety.org/10.1109/ICPR.2006.207 https://www.wikidata.org/entity/Q63388149 db/conf/icpr/icpr2006-1.html#LangsPDRB06 Michael Reiter Rene Donner Georg Langs Horst Bischof 3D and Infrared Face Reconstruction from RGB data using Canonical Correlation Analysis. 425-428 2006 conf/icpr/2006 ICPR (1) https://doi.org/10.1109/ICPR.2006.24 https://doi.ieeecomputersociety.org/10.1109/ICPR.2006.24 https://www.wikidata.org/entity/Q63388146 db/conf/icpr/icpr2006-1.html#ReiterDLB06 Sebastian Zambanini Georg Langs Robert Sablatnig Peter Donath Harald Maier Automatic Surveying of Cutaneous Hemangiomas. 1022-1025 2006 conf/icpr/2006 ICPR (1) https://doi.org/10.1109/ICPR.2006.309 https://doi.ieeecomputersociety.org/10.1109/ICPR.2006.309 https://www.wikidata.org/entity/Q63388151 db/conf/icpr/icpr2006-1.html#ZambaniniLSDM06

Walter G. Kropatsch Yll Haxhimusa Zygmunt Pizlo Georg Langs Vision pyramids that do not grow too high. 319-337 2005 26 Pattern Recognit. Lett. 3 https://doi.org/10.1016/j.patrec.2004.10.026 https://www.wikidata.org/entity/Q63388171 db/journals/prl/prl26.html#KropatschHPL05

Reinhard Beichel Horst Bischof Georg Langs Milan Sonka A Robust Matching Algorithm for Active Appearance Models. 355-359 2005 conf/bildmed/2005 Bildverarbeitung für die Medizin https://doi.org/10.1007/3-540-26431-0_73 https://www.wikidata.org/entity/Q63388165 db/conf/bildmed/bildmed2005.html#BeichelBLS05 Georg Langs Philipp Peloschek Rene Donner Horst Bischof A Clique of Active Appearance Models by Minimum Description Length. 2005 BMVC https://doi.org/10.5244/C.19.87 https://www.wikidata.org/entity/Q63388161 conf/bmvc/2005 db/conf/bmvc/bmvc2005.html#LangsPDB05 Georg Langs Philipp Peloschek Horst Bischof Optimal Sub-Shape Models by Minimum Description Length. 310-315 2005 conf/cvpr/2005 CVPR (2) https://doi.org/10.1109/CVPR.2005.265 https://doi.ieeecomputersociety.org/10.1109/CVPR.2005.265 https://www.wikidata.org/entity/Q63388168 db/conf/cvpr/cvpr2005.html#LangsPB05 Georg Langs Petia Radeva David Rotger Francesc Carreras Building and Registering Parameterized 3D Models of Vessel Trees for Visualization during Intervention. 726-729 2004 conf/icpr/2004 ICPR (3) https://doi.org/10.1109/ICPR.2004.1334631 https://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334631 https://www.wikidata.org/entity/Q63388173 db/conf/icpr/icpr2004-3.html#LangsRRC04 Paul Kammerer Georg Langs Robert Sablatnig Ernestine Zolda Stroke Boundary Analysis for Identification of Drawing Tools. 408-415 https://doi.org/10.1007/978-3-540-24586-5_50 2003 conf/ciarp/2003 CIARP db/conf/ciarp/ciarp2003.html#KammererLSZ03 Georg Langs Philipp Peloschek Horst Bischof Determining Position and Fine Shape Detail in Radiological Anatomy. 532-539 https://doi.org/10.1007/978-3-540-45243-0_68 2003 conf/dagm/2003 DAGM-Symposium db/conf/dagm/dagm2003.html#LangsPB03 Georg Langs Philipp Peloschek Horst Bischof ASM Driven Snakes in Rheumatoid Arthritis Assessment. 454-461 https://doi.org/10.1007/3-540-45103-X_61 2003 conf/scia/2003 SCIA db/conf/scia/scia2003.html#LangsPB03 Paul Kammerer Georg Langs Robert Sablatnig Ernestine Zolda Stroke Segmentation in Infrared Reflectograms. 1138-1145 https://doi.org/10.1007/3-540-45103-X_149 2003 conf/scia/2003 SCIA db/conf/scia/scia2003.html#KammererLSZ03 Yll Haxhimusa Roland Glantz Maamar Saib Georg Langs Walter G. Kropatsch Logarithmic Tapering Graph Pyramid. 117-124 2002 conf/dagm/2002 DAGM-Symposium https://doi.org/10.1007/3-540-45783-6_15 db/conf/dagm/dagm2002.html#HaxhimusaGMLK02 Georg Langs Horst Bischof Walter G. Kropatsch Hierarchical Top Down Enhancement of Robust PCA. 234-242 2002 conf/sspr/2002 SSPR/SPR https://doi.org/10.1007/3-540-70659-3_24 db/conf/sspr/sspr2002.html#LangsBK02 Michael Aertsen Mireia Alenyà Nelly Alia-Klein Tamaz Amiranashvili Ovidiu C. Andronesi Tal Arbel Jesús Arroyo 0001 John A. D. Aston Niraj Aswani Netanell Avisdris Ahmed Ba-Ssalamah Sami Ba-Ssalamah Judith Babar Beáta Bachratá Viola Bader Zsuzsanna Bago-Horvath Giulia Baldini 0001 Frederic Baroz Lisa Bartha-Doering Guillaume Bassez Nina Bastati Tracy Batchelor Jan Bauer Sebastian F. Baumbach Anton S. Becker Thomas Beckers 0002 Lucian Beer Reinhard Beichel Dafna Ben-Bashat Ori Ben-Zvi Maria Bernathova Ahmed Besbes Marie Bieth Ander Biguri Jakob Binder Erich Birngruber Horst Bischof Alissa Blessing Wolfgang Bogner Hrvoje Bogunovic Célia Boyer Stefan Brandstätter Anna Breger James A. Brink Peter C. Brugger Katja Bühler Bianca Burger Andreas Burner Jakub Bystron Daniel Cahill Tom Weidong CaiWeidong Cai 0001 Oscar Camara 0001 Manuel Jorge CardosoManual Jorge Cardoso Francesc Carreras Rafael Luis Ruiz De Castaneda Guillermo A. Cecchi Kai-min Kevin Chang JinTai Chen James Cheong Yan Chevalier Khalid Choukri Sebastian M. Christ Albert C. S. Chung Flavia M. Cicuttini Yashin Dicente Cid William T. Clarke Stephanie CombsStephanie E. Combs Sébastien Courvoisier Antonio Criminisi Sarah Cruchet Meritxell Bach Cuadra Hamish Cunningham Martin Czerny Justin Dauwels Anna L. David Jan Dedek Helmut Denk Jan Deprest Thomas Deprest Julian Deseoe Pascal Desgranges Jean-François Deux Barry J. Dickson Markus Diem Jorg Dietrich Matthew D. DiFranco Mariana Diogo Sören Dittmer Eva Dittrich Ljiljana Dolamic Peter Donath Guiming Dong Rene DonnerRené Donner Matthias Dorfer Anna Duguid Priscille de Dumast Sebastian Dungs Michael N. Dworzak Michael Ebner Rupert Ecker Ivan Eggel Matthias Eiber Isabella Ellinger Doaa Emam Sezgin Er Salma Essafi Ekkehard Euler Nathan Faggian Damien A. Fair Andriy FedorovAndrey Fedorov Tomas Salas FernandezTomàs Salas Fernandez Lucas Fidon Hauke Fischer Lukas Fischer 0001 Gilles Fleury Antonio Foncubierta-Rodríguez Alexandre R. Franco Sabina Frese Klaus Friedrich 0004 Maksym Fritsak Hao Fu 0014 Norbert Fuhr Adam Funk Christoph Fürböck Florian Ganglberger Marina Fernandez Garcia Tobias Gass Arnaud Gaudinat Georgi Georgiev 0001 Bianca S. Gerendas Ali Gholipour Satrajit S. Ghosh Julian D. Gilbey Effrossyni Gkrania-Klotsas Roland Glantz Ben Glocker Ana-Maria Glodan Julien Gobeill Alexander Goehler Lorraine Goeuriot Orcun Goksel Alexandra J. Golby Rita Z. Goldstein Polina Golland Paz Gomez Dario Goranovic Roman Gottardi Alexandros Goulas Robert Graf Robert Mark Greenwood Moritz Grosse-Wentrup Gerlinde Maria Gruber Katharina GrünbergKatharina Gruenberg Manfred Gschwandtner Frédéric Guffens Sebastian Haas Jan Hajic 0001 Ibrahim Ethem Hamamci Yuan Han Allan Hanbury Gilbert Hangel Johannes Haubold Yll Haxhimusa Ulrike Heber Mattias P. Heinrich Thomas H. Helbich Alexander Herold Christian Herold Alba Garcia Seco de Herrera Jens Hillengass Lukas Hingerl Jaroslava Hlavácová Malte Hoffmann Johannes Hofmanninger Johannes Holfeld Markus Holzer 0003 Andreas Holzinger Seok-Jun Hong Jean Honorio René Hosch Jana Hutter András Jakab Ivana Janícková Emily R. Jefferson Mark Jenkinson Hui Ji Fucang Jia Gareth J. F. Jones Blanca Jordan Matthias Jordan Leo Joskowicz Misha P. T. Kaandorp Klemens Kaderk Fredrik Kahl Franz Kainberger Paul Kammerer Martin Kampel Mohammed Kamran Davood Karimi Gregor Kasprian Hamza Kebiri Razmig Kéchichian Ulrich Keller Liadh Kelly B. Michael Kelm Anisha Keshavan Saad Khalid Patric Kienast Ron Kikinis Donghyeon Kim Hyun Gi Kim Laurent Kintzelé Jan KirschkeJan S. Kirschke Antoine Klauser Hicham Kobeiter Maximilian Köller Kathrin Kollndorfer Nikos Komodakis Georgios Kontokotsios Anna Korhonen Markus Krenn Sascha Kriewel Marlene Kritz Walter G. Kropatsch Hélène Lajous Danial Lashkari Nolan Lawson Hongwei Li 0004Hongwei Bran Li Xuesong Li 0003 KuanLun Liao Weibin Liao Roxane Licandro Yang Lin Pietro LiòPietro Lió Hao Liu Hesheng Liu Christian Loewe Le Lu 0001 Mezri Maatouk Amirreza Mahbod Dominic Mai Harald Maier Mattias Mandorfer Daniel S. Margulies Dimitrios Markonis Miljen Martic Iván Martínez Alexandre Masselot Marius Mayerhoefer Moona Mazher Hélène Mazo Raghav Mehta Andrew Melbourne Bjoern MenzeBjoern H. MenzeBjoern Holger MenzeBjörn H. Menze Peter Mesenbrink Sokratis Metallidis Dimitris N. Metaxas Branislav Micusík Michael P. Milham Konstantin Miloserdov Nikhil Mirajkar Branko Mitic Ajay Mittal Christian Mitter Hendrik Kristian Möller Vassil Momtchev Albert Montillo Alessio Montuoro Stanislav Motyka Fabian G. Mück Nada Mufti Dirk MüllerDirk Mueller Heimo Müller Henning Müller Christina Müller-Mang Brian Murphy Andriy Myronenko Fernando Navarro Radhouène Neji Stephan G. Nekolla Karl-Heinz Nenning Felix Nensa Simon Neubauer Eva Niess Fabian Niess Alexey A. Novikov Felicitas Oberndorfer Joachim Ofner Bruno Oliveira 0002 José Ignacio Orlando Aaron Osburg Sébastien Ourselin Mehmet Kemal Özdemir João R. M. Palotti Jeanny Pan Nikos Paragios Mishal Patel Janina Patsch Kelly Payette Pavel Pecina Jan PeekenJan C. Peeken Yuchen Pei Philipp Peloschek Ying Peng Konstantin Pentchev Matthias Perkonigg Loïc Peter Deyan Peychev Oleg S. Pianykh Katja Pinker Marie Piraud Zygmunt Pizlo Natalia Pletneva Svitlana Pochepnia Dominika Podkowinski Sarah Poetter-Lang Diana Pottecher Daniela Prayer Florian Prayer Jacobus Preller Helmut Prosch Domenec Puig Abdul Qayyum 0002 Petia Radeva Alain Rahmouni Thomas Reiberger Michael Reiter Annemie Ribbens Sophie Riedl 0001Sophie Klimscha ZunHyan Rieu Laura Rigolo Tammy Riklin-RavivTammy Riklin Raviv Irina Rish Angus Roberts Michael Roberts Simon Daniel Robinson Sebastian RöhrichSebastian Rohrich Valeria Romeo David Romo-Bucheli Ezequiel de la Rosa David Rotger Patrick Ruch James H. F. Rudd Alina Sablatnig Robert Sablatnig Mert R. Sabuncu Alexander Sachs Amir Sadeghipour Maamar Saib Evis Sala Dimitris Samaras Matthias Samwald Lorena Escudero Sanchez Roger Schaer Thomas Schlegl Ursula Schmidt-Erfurth Priscille Schneller Carola-Bibiane Schönlieb Veronika Schöpf Charles E. Schroeder Anna-Lisa Schuler Florian Schulze Angela Schumich Markus Schwaiger Ernst Schwartz Philipp Seeböck Anjany Sekuboyina Ian Selby Georg Semmler Tolou Shadbahr Ehsan ShahrianEhsan Shahrian Varnousfaderani Amirmohammad Shamaei Ziyao Shang Suprosanna Shit Md Mahfuzur Rahman Siddiquee Christian Simader Benedikt Simbrunner Christian F. Singer Nalini M. Singh Jonathan Smallwood Jonny Smallwood Daniel Sobotka Milan Sonka Aristeidis Sotiras Assaf B. Spanier Bella Specktor-Fadida Jan Stanczuk Veronika Stefanov Helmut Steiner Bernhard Strasser Jennifer Straub Marlene Stuempflen David Suter Andrew Sweet Alexander Synek Lech Szumilas Abdel Aziz Taha Yen Y. Tan Stephanie Tanadini-Lang Jing Tang 0002 Athena Taymourtash Philip Teare Jean-Philippe Thiran Matthew Thorpe Yanmei Tie Miguel Angel Tinte Laszlo Tirian Johannes Tischer Omar Todd Matthew Toews Dardo Tomasi Oscar Alfonso Jiménez del Toro Helena R. Torres Sébastien Tourbier Siegfried Trattnig Michael Trauner Philipp Tschandl Zhuowen Tu Erik Uhlmann Zdenka Uresová Alexander Valentinitsch Raoul Varga Alejandro Vargas Lana Vasung Tom Vercauteren Jordina Aviles Verdera João L. Vilaça Maria Inmaculada Villanueva Graham Vincent Dina Vishnyakova Joshua T. Vogelstein Wolf-Dieter Vogl Nora D. Volkow Christian Wachinger Sebastian M. Waldstein Anna Walleyo Nicholas Walton Chunliang Wang Guotai Wang Lisheng Wang Jakob Wasserthal Marcel Wassin Marc-André Weber Michael Weber Leila Wehbe Liao Weibin Jonathan R. Weir-McCall Paul Weiser William M. Wells III Markus Wennmann Barbara WichtmannBarbara D. Wichtmann Horst Wildenauer Marianne Winterstein Bastian Wittmann Adelheid Woehrer Dan Wu Jing Wu 0010 YiXuan Wu Daniel Wyeth Juanying Xie Daguang Xu Murong Xu Ting Xu 0001 Xinyi Xu Yunzhi Xu Guang Yang 0006 Lv Yi Stefan Zachow Maxim Zaitsev Sebastian Zambanini Kurt Zatloukal Huiquan Zhang Shaoting Zhang 0001 Zelin Zhang Li Zhao Xiaofei Zhou Ernestine Zolda Lilla Zöllei