JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge.

Koen A. Vermeer Koenraad A. Vermeer https://orcid.org/0000-0002-4038-3945 https://www.wikidata.org/entity/Q55099786 https://ieeexplore.ieee.org/author/37294005900

Yeganeh Madadi Hina Raja Koenraad A. Vermeer Hans G. Lemij Xiaoqin Huang Eunjin Kim Seunghoon Lee Gitaek Kwon Hyunwoo Kim Jaeyoung Kim Adrian Galdran Miguel Ángel González Ballester Dan Presil Kristhian Aguilar Victor Cavalcante Celso B. Carvalho Waldir Sabino da Silva Júnior Mateus Oliveira Hui Lin Charilaos Apostolidis Aggelos K. Katsaggelos Tomasz Kubrak Ángela Casado-García Jónathan Heras Marcos Ortega 0001 Lucía Ramos Philippe Zhang Yihao Li Jing Zhang Weili Jiang Pierre-Henri Conze Mathieu Lamard Gwenolé Quellec Mostafa El Habib Daho Madukuri Shaurya Anumeha Varma Monika Agrawal Siamak Yousefi JustRAIGS: Justified Referral in AI Glaucoma Screening Challenge. 320-335 2026 January 45 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2025.3596874 db/journals/tmi/tmi45.html#MadadiRVLHKLKKKGBPACCJO26 streams/journals/tmi

Coen de Vente Koenraad A. Vermeer Nicolas Jaccard He Wang 0016 Hongyi Sun Firas Khader Daniel Truhn Temirgali Aimyshev Yerkebulan Zhanibekuly Tien-Dung Le Adrian Galdran Miguel Ángel González Ballester Gustavo Carneiro 0001 Devika R. G Hrishikesh Panikkasseril Sethumadhavan Densen Puthussery Hong Liu Zekang Yang Satoshi Kondo Satoshi Kasai Edward Wang Ashritha Durvasula Jónathan Heras Miguel Ángel Zapata Teresa Araújo Guilherme Aresta Hrvoje Bogunovic Mustafa Arikan Yeong Chan Lee Hyun Bin Cho Yoon Ho Choi Abdul Qayyum 0002 Imran Razzak Bram van Ginneken Hans G. Lemij Clara I. Sánchez AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge. 542-557 2024 January 43 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2023.3313786 db/journals/tmi/tmi43.html#VenteVJWSKTAZLGBCGSPLYKKWDHZAABALCC24

Coen de Vente Koenraad A. Vermeer Nicolas Jaccard He Wang 0016 Hongyi Sun Firas Khader Daniel Truhn Temirgali Aimyshev Yerkebulan Zhanibekuly Tien-Dung Le Adrian Galdran Miguel Ángel González Ballester Gustavo Carneiro 0001 Devika R. G Hrishikesh P. S Densen Puthussery Hong Liu Zekang Yang Satoshi Kondo Satoshi Kasai Edward Wang Ashritha Durvasula Jónathan Heras Miguel Ángel Zapata Teresa Araújo Guilherme Aresta Hrvoje Bogunovic Mustafa Arikan Yeong Chan Lee Hyun Bin Cho Yoon Ho Choi Abdul Qayyum 0002 Imran Razzak Bram van Ginneken Hans G. Lemij Clara I. Sánchez AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge. 2023 abs/2302.01738 CoRR https://doi.org/10.48550/arXiv.2302.01738 db/journals/corr/corr2302.html#abs-2302-01738

Juan P. Vigueras-Guillén Jeroen van Rooij Bart T. H. van Dooren Hans G. Lemij Esma Islamaj Lucas J. van Vliet Koenraad A. Vermeer DenseUNets with feedback non-local attention for the segmentation of specular microscopy images of the corneal endothelium with guttae. 2022 abs/2203.01882 CoRR https://doi.org/10.48550/arXiv.2203.01882 db/journals/corr/corr2203.html#abs-2203-01882

Coen de Vente Koenraad A. Vermeer Nicolas Jaccard Bram van Ginneken Hans G. Lemij Clara I. Sánchez Rotterdam EyePACS AIROGS train set. 2021 December https://doi.org/10.5281/zenodo.5793241 Zenodo streams/repo/zenodo data/10/VenteVJGLS21a Coen de Vente Koenraad A. Vermeer Nicolas Jaccard Bram van Ginneken Hans G. Lemij Clara I. Sánchez Rotterdam EyePACS AIROGS train set - Part 1/2. 2021 December https://doi.org/10.5281/zenodo.5745364 Zenodo streams/repo/zenodo data/10/VenteVJGLS21a Coen de Vente Koenraad A. Vermeer Nicolas Jaccard Bram van Ginneken Hans G. Lemij Clara I. Sánchez Rotterdam EyePACS AIROGS train set - Part 2/2. 2021 December https://doi.org/10.5281/zenodo.5745834 Zenodo streams/repo/zenodo Sidharth Mahotra Mengyu Wang 0001 Tobias Elze Michael V. Boland Louis R. Pasquale Juleke Majoor Koen A. Vermeer Chris Johnson Kouros Nouri-Mahdavi Hans G. Lemij Michael H. Goldbaum Siamak Yousefi Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis. 3775-3782 2020 IEEE BigData https://doi.org/10.1109/BigData50022.2020.9378395 conf/bigdataconf/2020 db/conf/bigdataconf/bigdataconf2020.html#MahotraWEBPMVJN20 Juan P. Vigueras-Guillén Jeroen van Rooij Hans G. Lemij Koenraad A. Vermeer Lucas J. van Vliet Convolutional neural network-based regression for biomarker estimation in corneal endothelium microscopy images. 876-881 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857201 https://www.wikidata.org/entity/Q92694464 conf/embc/2019 db/conf/embc/embc2019.html#Vigueras-Guillen19 Divya Jyothi Gaddipati Alakh Desai Jayanthi Sivaswamy Koenraad A. Vermeer Glaucoma Assessment from OCT images using Capsule Network. 5581-5584 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857493 https://www.wikidata.org/entity/Q92699908 conf/embc/2019 db/conf/embc/embc2019.html#GaddipatiDSV19 Juan Pedro Vigueras-Guillén Hans G. Lemij Jeroen van Rooij Koenraad A. Vermeer Lucas J. van Vliet Automatic detection of the region of interest in corneal endothelium images using dense convolutional neural networks. 1094931 2019 Image Processing https://doi.org/10.1117/12.2512641 conf/miip/2019 db/conf/miip/miip2019.html#Vigueras-Guillen19

Thomas W. Rogers Nicolas Jaccard Francis Carbonaro Hans G. Lemij Koenraad A. Vermeer Nicolaas J. Reus Sameer Trikha Evaluation of an AI system for the automated detection of glaucoma from stereoscopic optic disc photographs: the European Optic Disc Assessment Study. 2019 abs/1906.01272 CoRR http://arxiv.org/abs/1906.01272 db/journals/corr/corr1906.html#abs-1906-01272

Kedir M. Adal Peter G. van Etten Jose P. Martinez Kenneth Rouwen Koenraad A. Vermeer Lucas J. van Vliet An Automated System for the Detection and Classification of Retinal Changes Due to Red Lesions in Longitudinal Fundus Images. 1382-1390 2018 65 IEEE Trans. Biomed. Eng. 6 https://doi.org/10.1109/TBME.2017.2752701 https://www.wikidata.org/entity/Q48530288 db/journals/tbe/tbe65.html#AdalEMRVV18

Juan P. Vigueras-Guillén Eleni-Rosalina Andrinopoulou Angela Engel Hans G. Lemij Jeroen van Rooij Koenraad A. Vermeer Lucas J. van Vliet Corneal Endothelial Cell Segmentation by Classifier-Driven Merging of Oversegmented Images. 2278-2289 2018 37 IEEE Trans. Medical Imaging 10 https://doi.org/10.1109/TMI.2018.2841910 https://www.wikidata.org/entity/Q89551486 db/journals/tmi/tmi37.html#Vigueras-Guillen18

Juan P. Vigueras-Guillén Angela Engel Hans G. Lemij Jeroen van Rooij Koenraad A. Vermeer Lucas J. van Vliet Improved Accuracy and Robustness of a Corneal Endothelial Cell Segmentation Method Based on Merging Superpixels. 631-638 2018 ICIAR https://doi.org/10.1007/978-3-319-93000-8_72 conf/iciar/2018 db/conf/iciar/iciar2018.html#Vigueras-Guillen18

Jelena Novosel Koenraad A. Vermeer Henk de Jong Ziyuan Wang Lucas J. van Vliet Joint Segmentation of Retinal Layers and Focal Lesions in 3-D OCT Data of Topologically Disrupted Retinas. 1276-1286 2017 36 IEEE Trans. Medical Imaging 6 https://doi.org/10.1109/TMI.2017.2666045 https://www.wikidata.org/entity/Q31161062 db/journals/tmi/tmi36.html#NovoselVJWV17

Jelena Novosel Suzanne Yzer Koenraad A. Vermeer Lucas J. van Vliet Segmentation of Locally Varying Numbers of Outer Retinal Layers by a Model Selection Approach. 1306-1315 2017 36 IEEE Trans. Medical Imaging 6 https://doi.org/10.1109/TMI.2017.2666044 https://www.wikidata.org/entity/Q38967532 db/journals/tmi/tmi36.html#NovoselYVV17

Kedir M. Adal Peter G. van Etten Jose P. Martinez Kenneth Rouwen Koenraad A. Vermeer Lucas J. van Vliet Detection of retinal changes from illumination normalized fundus images using convolutional neural networks. 101341N 2017 Computer-Aided Diagnosis https://doi.org/10.1117/12.2254342 conf/micad/2017 db/conf/micad/micad2017.html#AdalEMRVV17 Babak Ghafaryasl Robert Baart Johannes F. de Boer Koenraad A. Vermeer Lucas J. van Vliet Automatic estimation of retinal nerve fiber bundle orientation in SD-OCT images using a structure-oriented smoothing filter. 101330C 2017 Image Processing https://doi.org/10.1117/12.2254135 conf/miip/2017 db/conf/miip/miip2017.html#GhafaryaslBBVV17 Jelena Novosel Ziyuan Wang Henk de Jong Mirjam E. J. van Velthoven Koenraad A. Vermeer Lucas J. van Vliet Locally-adaptive loosely-coupled level sets for retinal layer and fluid segmentation in subjects with central serous retinopathy. 702-705 2016 ISBI https://doi.org/10.1109/ISBI.2016.7493363 conf/isbi/2016 db/conf/isbi/isbi2016.html#NovoselWJVVV16 Babak Ghafaryasl Koenraad A. Vermeer Johannes F. de Boer Mirjam E. J. van Velthoven Lucas J. van Vliet Noise-adaptive attenuation coefficient estimation in spectral domain optical coherence tomography data. 706-709 2016 ISBI https://doi.org/10.1109/ISBI.2016.7493364 conf/isbi/2016 db/conf/isbi/isbi2016.html#GhafaryasiVBVV16 Jelena Novosel Ziyuan Wang Henk de Jong Koenraad A. Vermeer Lucas J. van Vliet Loosely coupled level sets for retinal layers and drusen segmentation in subjects with dry age-related macular degeneration. 97842P 2016 Image Processing https://doi.org/10.1117/12.2214698 conf/miip/2016 db/conf/miip/miip2016.html#NovoselWJVV16

Bettina Selig Koenraad A. Vermeer Bernd Rieger Toine Hillenaar Cris L. Luengo Hendriks Fully automatic evaluation of the corneal endothelium from in vivo confocal microscopy. 13 2015 15 BMC Medical Imaging https://doi.org/10.1186/s12880-015-0054-3 https://www.wikidata.org/entity/Q35619164 db/journals/bmcmi/bmcmi15.html#SeligVRHH15

Jelena Novosel Gijs Thepass Hans G. Lemij Johannes F. de Boer Koenraad A. Vermeer Lucas J. van Vliet Loosely coupled level sets for simultaneous 3D retinal layer segmentation in optical coherence tomography. 146-158 2015 26 Medical Image Anal. 1 https://doi.org/10.1016/j.media.2015.08.008 https://www.wikidata.org/entity/Q40507380 db/journals/mia/mia26.html#NovoselTLBVV15

Jelena Novosel Koenraad A. Vermeer Laurence Pierrache Caroline C. W. Klaver L. I. van den Born Lucas J. van Vliet Method for segmentation of the layers in the outer retina. 5646-5649 2015 EMBC https://doi.org/10.1109/EMBC.2015.7319673 https://www.wikidata.org/entity/Q40137415 conf/embc/2015 db/conf/embc/embc2015.html#NovoselVPKBV15 Kedir M. Adal Ronald M. Ensing Rosalie Couvert Peter van Etten Jose P. Martinez Koenraad A. Vermeer Lucas J. van Vliet A Hierarchical Coarse-to-Fine Approach for Fundus Image Registration. 93-102 2014 WBIR https://doi.org/10.1007/978-3-319-08554-8_10 conf/wbir/2014 db/conf/wbir/wbir2014.html#AdalECEMVV14 Jelena Novosel Koen A. Vermeer Gijs Thepass Hans G. Lemij Lucas J. van Vliet Loosely coupled level sets for retinal layer segmentation in optical coherence tomography. 1010-1013 2013 conf/isbi/2013 ISBI https://doi.org/10.1109/ISBI.2013.6556648 db/conf/isbi/isbi2013.html#NovoselVTLV13

Koen A. Vermeer Barrick Lo Qienyuan Zhou Frans M. Vos Albert M. Vossepoel Hans G. Lemij Event-based progression detection strategies using scanning laser polarimetry images of the human retina. 857-864 2011 41 Comput. Biol. Medicine 9 https://doi.org/10.1016/j.compbiomed.2011.06.022 https://www.wikidata.org/entity/Q33976160 db/journals/cbm/cbm41.html#VermeerLZVVL11

Frans Vos Matthan W. A. Caan Koen A. Vermeer Charles B. L. M. Majoie G. J. den Heeten Lucas J. van Vliet Linear and Kernel Fisher Discriminant Analysis for Studying Diffusion Tensor Images in Schizophrenia. 764-767 2007 ISBI https://doi.org/10.1109/ISBI.2007.356964 conf/isbi/2007 db/conf/isbi/isbi2007.html#VosCVMHV07 Matthan W. A. Caan Koen A. Vermeer Lucas J. van Vliet Kees Grimbergen Frans Vos Pruning Datasets in Discriminant Analysis: A DTI Study to Schizophrenia. 1340-1344 2007 ISBI https://doi.org/10.1109/ISBI.2007.357108 conf/isbi/2007 db/conf/isbi/isbi2007.html#CaanVVGV07

Matthan W. A. Caan Koen A. Vermeer Lucas J. van Vliet Charles B. L. M. Majoie Bart Peters G. J. den Heeten Frans M. Vos Shaving diffusion tensor images in discriminant analysis: A study into schizophrenia. 841-849 2006 10 Medical Image Anal. 6 https://doi.org/10.1016/j.media.2006.07.006 https://www.wikidata.org/entity/Q48423632 db/journals/mia/mia10.html#CaanVVMPHV06

Koen A. Vermeer Frans Vos Barrick Lo Qienyuan Zhou Hans G. Lemij Albert M. Vossepoel Lucas J. van Vliet Modeling of scanning laser polarimetry images of the human retina for progression detection of glaucoma. 517-528 2006 25 IEEE Trans. Medical Imaging 5 https://doi.org/10.1109/TMI.2006.871433 https://www.wikidata.org/entity/Q33243105 db/journals/tmi/tmi25.html#VermeerVLZLVV06

Koen A. Vermeer Frans M. Vos Hans G. Lemij Albert M. Vossepoel A model based method for retinal blood vessel detection. 209-219 2004 34 Comput. Biol. Medicine 3 https://doi.org/10.1016/S0010-4825(03)00055-6 https://www.wikidata.org/entity/Q44816607 db/journals/cbm/cbm34.html#VermeerVLV04

Koen A. Vermeer Frans M. Vos Hans G. Lemij Albert M. Vossepoel Detecting glaucomatous wedge shaped defects in polarimetric images. 503-511 2003 7 Medical Image Anal. 4 https://doi.org/10.1016/S1361-8415(03)00041-0 https://www.wikidata.org/entity/Q31012364 db/journals/mia/mia7.html#VermeerVLV03

Koen A. Vermeer Nicolaas J. Reus Frans Vos Hans G. Lemij Albert M. Vossepoel Progression Detection of Glaucoma from Polarimetric Images. 611-619 https://doi.org/10.1007/978-3-540-39903-2_75 2003 conf/miccai/2003-2 MICCAI (2) db/conf/miccai/miccai2003-2.html#VermeerRVLV03 Koen A. Vermeer Frans Vos Hans G. Lemij Albert M. Vossepoel Detecting Wedge Shaped Defects in Polarimetric Images of the Retinal Nerve Fiber Layer. 777-784 2002 conf/miccai/2002-1 MICCAI (1) https://doi.org/10.1007/3-540-45786-0_96 db/conf/miccai/miccai2002-1.html#VermeerVLV02 Kedir M. Adal Monika Agrawal Kristhian Aguilar Temirgali Aimyshev Eleni-Rosalina Andrinopoulou Charilaos Apostolidis Teresa AraujoTeresa Araújo Guilherme Aresta Mustafa Arikan Robert Baart Miguel Ángel González Ballester Johannes F. de Boer Hrvoje Bogunovic Michael V. Boland L. I. van den Born Matthan W. A. Caan Francis Carbonaro Gustavo Carneiro 0001 Celso B. Carvalho Ángela CasadoÁngela Casado-García Victor F. CavalcanteVictor Cavalcante Hyun Bin Cho Yoon Ho Choi Pierre-Henri Conze Rosalie Couvert Mostafa El Habib Daho Alakh Desai Bart T. H. van Dooren Ashritha Durvasula Tobias Elze Angela Engel Ronald M. Ensing Peter van EttenPeter G. van Etten Devika R. G Divya Jyothi Gaddipati Adrian Galdran Babak Ghafaryasl Bram van Ginneken Michael H. Goldbaum Cornelis A. GrimbergenKees Grimbergen Gerard J. den HeetenG. J. den Heeten Cris L. Luengo Hendriks Jónathan Heras Toine Hillenaar Xiaoqin Huang Esma Islamaj Nicolas Jaccard Weili Jiang Chris Johnson Henk de Jong Waldir S. S. JúniorWaldir Sabino da Silva Júnior Satoshi Kasai Aggelos K. Katsaggelos Firas Khader Eunjin Kim Hyunwoo Kim Jaeyoung Kim Caroline C. W. Klaver Satoshi Kondo Tomasz Kubrak Gitaek Kwon Mathieu Lamard Tien-Dung Le Seunghoon Lee Yeong Chan Lee Hans G. Lemij Yihao Li Hui Lin Hong Liu Barrick Lo Yeganeh Madadi Sidharth Mahotra Charles B. L. M. Majoie Juleke Majoor Jose P. Martinez Kouros Nouri-Mahdavi Jelena Novosel Mateus Oliveira Marcos Ortega 0001 Louis R. Pasquale Bart Peters Laurence Pierrache Dan Presil Densen Puthussery Abdul Qayyum 0002 Gwenolé Quellec Hina Raja Lucía Ramos Muhammad Imran RazzakImran Razzak Nicolaas J. Reus Bernd Rieger Thomas W. Rogers Jeroen van Rooij Kenneth Rouwen Hrishikesh P. S Clara I. Sánchez Bettina Selig Hrishikesh Panikkasseril Sethumadhavan Madukuri Shaurya Jayanthi Sivaswamy Hongyi Sun Gijs Thepass Sameer Trikha Daniel Truhn Anumeha Varma Mirjam E. J. van Velthoven Coen de Vente Juan P. Vigueras-GuillénJuan Pedro Vigueras-Guillén Lucas J. van Vliet Frans VosFrans M. Vos Albert M. Vossepoel Edward Wang He Wang 0016 Mengyu Wang 0001 Ziyuan Wang Zekang Yang Siamak Yousefi Suzanne Yzer Miguel Ángel Zapata Jing Zhang Philippe Zhang Yerkebulan Zhanibekuly Qienyuan Zhou