Enhancing airway obstruction diagnosis with multimodal 3D shape analysis.

Jonas Bianchi https://orcid.org/0000-0002-3749-0918 https://www.wikidata.org/entity/Q57041745

Lucie Dole Claudia Mattos Jonas Bianchi Heesoo Oh Karine Evangelista Jose Valladares-Neto Sergio Luiz Mota-Júnior Lucia H. S. Cevidanes Juan Carlos Prieto 0001 Enhancing airway obstruction diagnosis with multimodal 3D shape analysis. 2026 March 529-538 21 Int. J. Comput. Assist. Radiol. Surg. 3 https://doi.org/10.1007/s11548-025-03527-6 db/journals/cars/cars21.html#DoleMBOEVMCP26 streams/journals/cars

Alban Gaydamour Enzo Tulissi Claudia Mattos Rodrigo Teixeira Maxwell Shin Adam Hershey Anabelle Kwon Felicia Miranda Marcela Gurgel Selene Barone Aron Aliaga Marilia Yatabe Paulo Zupelari Marina Zupelari David Hanauer Nina Hsu Steve Pieper 0001 Eduardo Caleme Jonas Bianchi Joao Goncalves Daniela Goncalves Lawrence Wolford Antonio C. Ruellas Juan Prieto 0001 Tengfei Li 0001 Hongtu Zhu Runpeng Dai Martin Styner Najla Al Turkestani Alexandre F. DaSilva Lucia H. S. Cevidanes AI-Driven Multimodal TMJ Patient Modeling: From Unstructured Notes to Precision Treatment. 42-52 2025 CLIP@MICCAI https://doi.org/10.1007/978-3-032-05479-1_5 conf/miccai/2025clip db/conf/miccai/clip2025.html#GaydamourTMTSHKMGBAYZZH25 streams/conf/miccai Gaëlle Leroux Claudia Mattos Jeanne Claret Eduardo Caleme Selene Barone Marcela Gurgel Felicia Miranda Joao Goncalves Paulo Zupelari Goncalves Marina Morettin-Zupelari Larry Wolford Nina Hsu Antonio C. Ruellas Jonas Bianchi Juan Prieto 0001 Lucia H. S. Cevidanes Novel CBCT-MRI Registration Approach for Enhanced Analysis of Temporomandibular Degenerative Joint Disease. 63-72 2024 CLIP@MICCAI https://doi.org/10.1007/978-3-031-73083-2_7 conf/clip-ws/2024 db/conf/clip-ws/clip2024.html#LerouxMCCBGMGGMWHRBPC24 streams/conf/clip-ws Luc Anchling Nathan Hutin Yanjie Huang Selene Barone Sophie Roberts Felicia Miranda Marcela Gurgel Najla Al Turkestani Sara Tinawi Jonas Bianchi Marilia Yatabe Antonio C. Ruellas Juan Carlos Prieto 0001 Lucia H. S. Cevidanes Automated Orientation and Registration of Cone-Beam Computed Tomography Scans. 43-58 2023 CLIP/FAIMI/EPIMI@MICCAI https://doi.org/10.1007/978-3-031-45249-9_5 conf/clip-ws/2023 db/conf/clip-ws/clip2023.html#AnchlingHHBRMGTTBYRPC23 Mathieu Leclercq Antonio C. Ruellas Marcela Gurgel Marilia Yatabe Jonas Bianchi Lucia H. S. Cevidanes Martin Styner Beatriz Paniagua Juan Carlos Prieto 0001 Dentalmodelseg: Fully Automated Segmentation of Upper and Lower 3D Intra-Oral Surfaces. 1-5 2023 ISBI https://doi.org/10.1109/ISBI53787.2023.10230397 conf/isbi/2023 db/conf/isbi/isbi2023.html#LeclercqRGYBCSPP23 Najla Al Turkestani Lingrui Cai Lucia H. S. Cevidanes Jonas Bianchi Winston Zhang Marcela Gurgel Maxime Gillot Baptiste Baquero Reza Soroushmehr Osteoarthritis Diagnosis Integrating Whole Joint Radiomics and Clinical Features for Robust Learning Models Using Biological Privileged Information. 193-204 2023 MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI https://doi.org/10.1007/978-3-031-47425-5_18 conf/miccai/2023misail db/conf/miccai/misail2023.html#TurkestaniCCBZGGBS23 Nathan Hutin Luc Anchling Lucia H. S. Cevidanes Felicia Miranda Denise Curado Marcela Gurgel Selene Barone Jonas Bianchi Najla Al Turkestani Antonio C. Ruellas Margaret Eason Kinjal Mavani Juan Carlos Prieto 0001 Aron Aliaga Del Castillo AReg IOS: Automatic Registration on IntraOralScans. 223-235 2023 ShapeMI@MICCAI https://doi.org/10.1007/978-3-031-46914-5_18 conf/miccai/2023shapemi db/conf/miccai/shapemi2023.html#HutinACMCGBBTREMPA23 Lingrui Cai Najla Al Turkestani Lucia H. S. Cevidanes Jonas Bianchi Marcela Gurgel Kayvan Najarian Reza Soroushmehr Integrative risk predictors of temporomandibular joint osteoarthritis progression. 2023 Image Processing https://doi.org/10.1117/12.2651940 conf/miip/2023 db/conf/miip/miip2023.html#CaiTCBGNS23 Baptiste Baquero Maxime Gillot Lucia H. S. Cevidanes Najla Al Turkestani Marcela Gurgel Mathieu Leclercq Jonas Bianchi Marilia Yatabe Antonio C. Ruellas Camila Massaro Aron Aliaga Del Castillo Maria Antonia Alvarez Castrillon Diego Rey Juan Fernando Aristizabal Juan Carlos Prieto 0001 Automatic Landmark Identification on IntraOralScans. 32-42 2022 CLIP@MICCAI https://doi.org/10.1007/978-3-031-23179-7_4 conf/miccai/2022clip db/conf/miccai/clip2022.html#BaqueroGCTGLBYR22 Elisa Warner Najla Al Turkestani Jonas Bianchi Marcela Lima Gurgel Lucia H. S. Cevidanes Arvind Rao Predicting Osteoarthritis of the Temporomandibular Joint Using Random Forest with Privileged Information. 77-86 2022 EPIMI/ML-CDS@MICCAI https://doi.org/10.1007/978-3-031-23223-7_7 conf/miccai/2022epimi db/conf/miccai/epimi2022.html#WarnerTBGCR22 Celia Le Romain Deleat-Besson Najla Al Turkestani Lucia H. S. Cevidanes Jonas Bianchi Winston Zhang Marcela Gurgel Hina Shah Juan Prieto 0001 Tengfei Li 0001 TMJOAI: An Artificial Web-Based Intelligence Tool for Early Diagnosis of the Temporomandibular Joint Osteoarthritis. 78-87 2021 CLIP/DCL/LL-COVID19/PPML@MICCAI https://doi.org/10.1007/978-3-030-90874-4_8 conf/clip-ws/2021 db/conf/clip-ws/clip2021.html#LeDTCBZGSPL21 Winston Zhang Jonas Bianchi Najla Al Turkestani Celia Le Romain Deleat-Besson Antonio C. Ruellas Lucia H. S. Cevidanes Marilia Yatabe João Roberto Gonçalves Erika Benavides Fabiana Soki Juan Prieto 0001 Beatriz Paniagua Kayvan Najarian Jonathan Gryak Reza Soroushmehr Temporomandibular Joint Osteoarthritis Diagnosis Using Privileged Learning of Protein Markers. 1810-1813 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9629990 conf/embc/2021 db/conf/embc/embc2021.html#ZhangBTLDRCYGBS21 Romain Deleat-Besson Celia Le Najla Al Turkestani Winston Zhang Maxime Dumont Serge Brosset Juan Carlos Prieto 0001 Lucia H. S. Cevidanes Jonas Bianchi Antonio C. Ruellas Marcela Gurgel Camila Massaro Aron Aliaga Del Castillo Marcos Ioshida Marilia Yatabe Erika Benavides Hector Rios Fabiana Soki Gisele Neiva Juan Fernando Aristizabal Diego Rey Maria Antonia Alvarez Kayvan Najarian Jonathan Gryak Martin Styner Jean-Christophe Fillion-Robin Beatriz Paniagua Reza Soroushmehr Automatic Segmentation of Dental Root Canal and Merging with Crown Shape. 2948-2951 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9630750 conf/embc/2021 db/conf/embc/embc2021.html#Deleat-BessonLT21 Celia Le Romain Deleat-Besson Juan Carlos Prieto 0001 Serge Brosset Maxime Dumont Winston Zhang Lucia H. S. Cevidanes Jonas Bianchi Antonio C. Ruellas Liliane R. Gomes Marcela Gurgel Camila Massaro Aron Aliaga Del Castillo Marilia Yatabe Erika Benavides Fabiana Soki Najla Al Turkestani Karine Evangelista João Roberto Gonçalves Jose Valladares-Neto Maria Alves Garcia Silva Cauby Maia Chaves Junior Fábio Costa Daniela Gamba Garib Heesoo Oh Jonathan Gryak Martin Styner Jean-Christophe Fillion-Robin Beatriz Paniagua Kayvan Najarian Reza Soroushmehr Automatic Segmentation of Mandibular Ramus and Condyles. 2952-2955 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9630727 conf/embc/2021 db/conf/embc/embc2021.html#LeDPBDZCBRGGMCY21 Serge Brosset Maxime Dumont Lucia H. S. Cevidanes Reza Soroushmehr Jonas Bianchi Marcela Lima Gurgel Romain Deleat-Besson Celia Le Antonio C. Ruellas Marilia Yatabe Liliane R. Gomes João Roberto Gonçalves Kayvan Najarian Jonathan Gryak Beatriz Paniagua Martin Styner Juan Carlos Prieto 0001 Web infrastructure for data management, storage and computation. 2021 Biomedical Applications in Molecular, Structural, and Functional Imaging https://doi.org/10.1117/12.2582283 conf/mibam/2021 db/conf/mibam/mibam2021.html#BrossetDCSBGDLR21 Winston Zhang Najla Al Turkestani Jonas Bianchi Celia Le Romain Deleat-Besson Antonio C. Ruellas Lucia H. S. Cevidanes Marilia Yatabe João Roberto Gonçalves Erika Benavides Fabiana Soki Juan Prieto 0001 Beatriz Paniagua Jonathan Gryak Kayvan Najarian Reza Soroushmehr Feature Selection for Privileged Modalities in Disease Classification. 69-80 2021 ML-CDS@MICCAI https://doi.org/10.1007/978-3-030-89847-2_7 conf/miccai/2021mlcds db/conf/miccai/mlcds2021.html#ZhangTBLDRCYGBS21 Romain Deleat-Besson Celia Le Winston Zhang Najla Al Turkestani Lucia H. S. Cevidanes Jonas Bianchi Antonio C. Ruellas Marcela Gurgel Camila Massaro Aron Aliaga Del Castillo Marcos Ioshida Marilia Yatabe Erika Benavides Hector Rios Fabiana Soki Gisele Neiva Kayvan Najarian Jonathan Gryak Martin Styner Juan Fernando Aristizabal Diego Rey Maria Antonia Alvarez Loris Bert Reza Soroushmehr Juan Prieto 0001 Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images. 81-92 2021 ML-CDS@MICCAI https://doi.org/10.1007/978-3-030-89847-2_8 conf/miccai/2021mlcds db/conf/miccai/mlcds2021.html#Deleat-BessonLZ21 Louis Boubolo Maxime Dumont Serge Brosset Jonas Bianchi Antonio C. Ruellas Marcela Gurgel Camila Massaro Aron Aliaga Del Castillo Marcos Ioshida Marilia Yatabe Erika Benavides Hector Rios Fabiana Soki Gisele Neiva Beatriz Paniagua Lucia H. S. Cevidanes Martin Styner Juan Carlos Prieto 0001 FlyBy CNN: a 3D surface segmentation framework. 2021 Image Processing https://doi.org/10.1117/12.2582205 conf/miip/2021 db/conf/miip/miip2021.html#BouboloDBBRGMCI21 Serge Brosset Maxime Dumont Jonas Bianchi Antonio C. Ruellas Lucia H. S. Cevidanes Marilia Yatabe João Roberto Gonçalves Erika Benavides Fabiana Soki Beatriz Paniagua Juan Prieto 0001 Kayvan Najarian Jonathan Gryak Reza Soroushmehr 3D Auto-Segmentation of Mandibular Condyles. 1270-1273 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9175692 https://www.wikidata.org/entity/Q100447421 conf/embc/2020 db/conf/embc/embc2020.html#BrossetDBRCYGBS20 Jonas Bianchi Beatriz Paniagua Antonio Carlos Ruellas Jean-Christophe Fillion-Robin Juan C. Prietro João Roberto Gonçalves James Hoctor Marilia Yatabe Martin Styner Tengfei Li 0001 Marcela Lima Gurgel Cauby Maia Chaves Junior Camila Massaro Daniela Gamba Garib Lorena Vilanova Jose Fernando Castanha Henriques Aron Aliaga Del Castillo Guilherme Janson Laura R. Iwasaki Jeffrey C. Nickel Karine Evangelista Lucia H. S. Cevidanes 3D Slicer Craniomaxillofacial Modules Support Patient-Specific Decision-Making for Personalized Healthcare in Dental Research. 44-53 2020 ML-CDS/CLIP@MICCAI https://doi.org/10.1007/978-3-030-60946-7_5 https://www.wikidata.org/entity/Q104796439 conf/miccai/2020mlcds db/conf/miccai/mlcds2020.html#BianchiPRFPGHYS20 Maxime Dumont Juan-Carlos Prieto 0001 Serge Brosset Lucia H. S. Cevidanes Jonas Bianchi Antonio C. Ruellas Marcela Gurgel Camila Massaro Aron Aliaga Del Castillo Marcos Ioshida Marilia Yatabe Erika Benavides Hector Rios Fabiana Soki Gisele Neiva Juan Fernando Aristizabal Diego Rey Maria Antonia Alvarez Kayvan Najarian Jonathan Gryak Martin Styner Jean-Christophe Fillion-Robin Beatriz Paniagua Reza Soroushmehr Patient Specific Classification of Dental Root Canal and Crown Shape. 145-153 2020 ShapeMI@MICCAI https://doi.org/10.1007/978-3-030-61056-2_12 https://www.wikidata.org/entity/Q104690988 conf/miccai/2020shapemi db/conf/miccai/shapemi2020.html#DumontPBCBRGMCI20

Oscar Cuadros Linares Jonas Bianchi Dirceu Raveli João Batista Neto Bernd Hamann Mandible and skull segmentation in cone beam computed tomography using super-voxels and graph clustering. 1461-1474 2019 35 Vis. Comput. 10 https://doi.org/10.1007/s00371-018-1511-0 https://www.wikidata.org/entity/Q129908933 db/journals/vc/vc35.html#LinaresBRNH19

Loic Michoud Chao Huang 0005 Marilia Yatabe Antonio Carlos Ruellas Marcos Ioshida Beatriz Paniagua Martin Styner João Roberto Gonçalves Jonas Bianchi Lucia H. S. Cevidanes Juan-Carlos Prieto 0001 A web-based system for statistical shape analysis in temporomandibular joint osteoarthritis. 109530T 2019 Biomedical Applications in Molecular, Structural, and Functional Imaging https://doi.org/10.1117/12.2506032 https://www.wikidata.org/entity/Q64090597 conf/mibam/2019 db/conf/mibam/mibam2019.html#MichoudHYRIPSGB19 Nina Tubau Ribera Priscille de Dumast Marilia Yatabe Antonio C. Ruellas Marcos Ioshida Beatriz Paniagua Martin Styner João Roberto Gonçalves Jonas Bianchi Lucia H. S. Cevidanes Juan-Carlos Prieto 0001 Shape variation analyzer: a classifier for temporomandibular joint damaged by osteoarthritis. 1095021 2019 Computer-Aided Diagnosis https://doi.org/10.1117/12.2506018 https://www.wikidata.org/entity/Q92275172 conf/micad/2019 db/conf/micad/micad2019.html#RiberaDYRIPSGBC19 Aron Aliaga Maria Antonia Alvarez Luc Anchling Juan Fernando Aristizabal Baptiste Baquero Selene Barone Erika Benavides Loris Bert Louis Boubolo Serge Brosset Lingrui Cai Eduardo Caleme Aron Aliaga Del Castillo Maria Antonia Alvarez Castrillon Lucia H. S. Cevidanes Jeanne Claret Fábio Costa Denise Curado Runpeng Dai Alexandre F. DaSilva Romain Deleat-Besson Lucie Dole Priscille de Dumast Maxime Dumont Margaret Eason Karine Evangelista Jean-Christophe Fillion-Robin Daniela Gamba Garib Alban Gaydamour Maxime Gillot Liliane R. Gomes Daniela Goncalves Joao Goncalves João Roberto Gonçalves Paulo Zupelari Goncalves Jonathan Gryak Marcela Lima GurgelMarcela Gurgel Bernd Hamann David Hanauer Jose Fernando Castanha Henriques Adam Hershey James Hoctor Nina Hsu Chao Huang 0005 Yanjie Huang Nathan Hutin Marcos Ioshida Laura R. Iwasaki Guilherme Janson Cauby Maia Chaves Junior Anabelle Kwon Celia Le Mathieu Leclercq Gaëlle Leroux Tengfei Li 0001 Oscar A. C. LinaresOscar Cuadros Linares Camila Massaro Claudia Mattos Kinjal Mavani Loic Michoud Felicia Miranda Marina Morettin-Zupelari Sergio Luiz Mota-Júnior Kayvan Najarian Gisele Neiva João Batista Neto Jeffrey C. Nickel Heesoo Oh Beatriz Paniagua Steven D. PieperSteve Pieper 0001 Juan Carlos Prieto 0001Juan-Carlos Prieto 0001Juan Prieto 0001 Juan C. Prietro Arvind Rao Dirceu Raveli Diego Rey Nina Tubau Ribera Hector Rios Sophie Roberts Antonio C. RuellasAntonio Carlos Ruellas Hina Shah Maxwell Shin Maria Alves Garcia Silva Fabiana Soki S. Mohamad R. SoroushmehrReza Soroushmehr Martin Styner Rodrigo Teixeira Sara Tinawi Enzo Tulissi Najla Al Turkestani Jose Valladares-Neto Lorena Vilanova Elisa Warner Larry Wolford Lawrence Wolford Marilia Yatabe Winston Zhang Hongtu Zhu Marina Zupelari Paulo Zupelari