Advances in automated fetal brain MRI segmentation and biometry: Insights from the FeTA 2024 challenge.

Roxane Licandro https://orcid.org/0000-0001-9066-4473

Vladyslav Zalevskyi Thomas Sanchez Misha P. T. Kaandorp Margaux Roulet Diego Fajardo-Rojas Liu Li 0001 Jana Hutter Hongwei Bran Li Matthew J. Barkovich Hui Ji Luca Wilhelmi Aline Dändliker Céline Steger Mériam Koob Yvan Gomez Anton Jakovcic Melita Klaic Ana Adzic Pavel Markovic Gracia Grabaric Milan Rados Jordina Aviles Verdera Gregor Kasprian Gregor Dovjak Raphael Gaubert-Rachmühl Maurice Aschwanden Qi Zeng Davood Karimi Denis Peruzzo Tommaso Ciceri Giorgio Longari Rachika E. Hamadache Amina Bouzid Xavier Lladó Simone Chiarella Gerard Martí-Juan Miguel Ángel González Ballester Marco Castellaro Marco Pinamonti Valentina Visani Robin Cremese Keïn Sam Fleur Gaudfernau Param Ahir Mehul Parikh Maximilian Zenk Michael Baumgartner 0001 Klaus H. Maier-Hein Li Tianhong Yang Hong Zhao Longfei Domen Preloznik Ziga Spiclin Jae Won Choi Muyang Li Jia Fu Guotai Wang Jingwen Jiang Lyuyang Tong Bo Du 0001 Andrea Gondova Sungmin You Kiho Im Abdul Qayyum 0002 Moona Mazher Steven A. Niederer András Jakab Roxane Licandro Kelly Payette Meritxell Bach Cuadra Advances in automated fetal brain MRI segmentation and biometry: Insights from the FeTA 2024 challenge. 2026 103941 109 Medical Image Anal. https://doi.org/10.1016/j.media.2026.103941 db/journals/mia/mia109.html#ZalevskyiSKRFLHLBJWDSKG26 streams/journals/mia

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

Daphna Link-Sourani Esra Abaci Turk Wietske A. P. Bastiaansen Jana Hutter Andrew Melbourne Roxane Licandro Perinatal, Preterm and Paediatric Image Analysis - 10th International Workshop, PIPPI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings PIPPI@MICCAI Springer 2026 Lecture Notes in Computer Science 16118 978-3-032-05996-3 978-3-032-05997-0 https://doi.org/10.1007/978-3-032-05997-0 db/conf/miccai/pippi2025.html

Alexander Synek Emir Benca Roxane Licandro Lena Hirtler Dieter Pahr Predicting strength of femora with metastatic lesions from single 2D radiographic projections using convolutional neural networks. 108724 2025 265 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2025.108724 db/journals/cmpb/cmpb265.html#SynekBLHP25 streams/journals/cmpb

Kelly Payette Céline Steger Roxane Licandro Priscille de Dumast Hongwei Bran Li Matthew J. Barkovich Liu Li 0001 Maik Dannecker Chen Chen 0042 Cheng Ouyang Niccolò McConnell Alina Dana Miron Yongmin Li 0001 Alena Uus Irina Grigorescu Paula Ramirez Gilliland Md Mahfuzur Rahman Siddiquee Daguang Xu Andriy Myronenko Haoyu Wang 0010 Ziyan Huang Jin Ye 0002 Mireia Alenyà Valentin Comte Oscar Camara 0001 Jean-Baptiste Masson Astrid Nilsson Charlotte Godard Moona Mazher Abdul Qayyum 0002 Yibo Gao Hangqi Zhou Shangqi Gao Jia Fu Guiming Dong Guotai Wang ZunHyan Rieu HyeonSik Yang Minwoo Lee Szymon Plotka Michal K. Grzeszczyk Arkadiusz Sitek Luisa Vargas Daza Santiago Usma Pablo Arbeláez Wenying Lu Wenhao Zhang Jing Liang Romain Valabrègue Anand A. Joshi Krishna N. Nayak Richard M. Leahy Luca Wilhelmi Aline Dändliker Hui Ji Antonio G. Gennari Anton Jakovcic Melita Klaic Ana Adzic Pavel Markovic Gracia Grabaric Gregor Kasprian Gregor Dovjak Milan Rados Lana Vasung Meritxell Bach Cuadra András Jakab Multi-Center Fetal Brain Tissue Annotation (FeTA) Challenge 2022 Results. 1257-1272 2025 March 44 IEEE Trans. Medical Imaging 3 https://doi.org/10.1109/TMI.2024.3485554 db/journals/tmi/tmi44.html#PayetteSLDLBLDCOMMLUGGS25 streams/journals/tmi

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 Tommaso Ciceri Marlene Stuempflen Johannes Tischer Gregor Kasprian Denis Peruzzo Roxane Licandro FetGEs: A Deep Learning Approach for Fetal MRI Ganglionic Eminence Segmentation. 93-104 2025 PIPPI@MICCAI https://doi.org/10.1007/978-3-032-05997-0_9 conf/miccai/2025pippi db/conf/miccai/pippi2025.html#CiceriSTKPL25 streams/conf/miccai Daphna Link-Sourani Esra Abaci Turk Christopher K. Macgowan Jana Hutter Andrew Melbourne Roxane Licandro Perinatal, Preterm and Paediatric Image Analysis - 9th International Workshop, PIPPI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings PIPPI@MICCAI Springer 2025 Lecture Notes in Computer Science 14747 978-3-031-73259-1 978-3-031-73260-7 https://doi.org/10.1007/978-3-031-73260-7 db/conf/miccai/pippi2024.html

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

Vladyslav Zalevskyi Thomas Sanchez Misha P. T. Kaandorp Margaux Roulet Diego Fajardo-Rojas Liu Li 0001 Jana Hutter Hongwei Bran Li Matthew J. Barkovich Hui Ji Luca Wilhelmi Aline Dändliker Céline Steger Mériam Koob Yvan Gomez Anton Jakovcic Melita Klaic Ana Adzic Pavel Markovic Gracia Grabaric Milan Rados Jordina Aviles Verdera Gregor Kasprian Gregor Dovjak Raphael Gaubert-Rachmühl Maurice Aschwanden Qi Zeng Davood Karimi Denis Peruzzo Tommaso Ciceri Giorgio Longari Rachika E. Hamadache Amina Bouzid Xavier Lladó Simone Chiarella Gerard Martí-Juan Miguel Ángel González Ballester Marco Castellaro Marco Pinamonti Valentina Visani Robin Cremese Keïn Sam Fleur Gaudfernau Param Ahir Mehul Parikh Maximilian Zenk Michael Baumgartner 0001 Klaus H. Maier-Hein Li Tianhong Yang Hong Zhao Longfei Domen Preloznik Ziga Spiclin Jae Won Choi Muyang Li Jia Fu Guotai Wang Jingwen Jiang Lyuyang Tong Bo Du 0001 Andrea Gondova Sungmin You Kiho Im Abdul Qayyum 0002 Moona Mazher Steven A. Niederer András Jakab Roxane Licandro Kelly Payette Meritxell Bach Cuadra Advances in Automated Fetal Brain MRI Segmentation and Biometry: Insights from the FeTA 2024 Challenge. 2025 May abs/2505.02784 CoRR https://doi.org/10.48550/arXiv.2505.02784 db/journals/corr/corr2505.html#abs-2505-02784 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

Simon Gutwein Arthur Longuefosse Jun Seita Sabine Taschner-Mandl Roxane Licandro Preserving Marker Specificity with Lightweight Channel-Independent Representation Learning. 2025 December abs/2512.15410 CoRR https://doi.org/10.48550/arXiv.2512.15410 db/journals/corr/corr2512.html#abs-2512-15410 streams/journals/corr

Simon Gutwein Martin Kampel Sabine Taschner-Mandl Roxane Licandro GENUINE: Genomic and Nucleus Information Embedding for Single Cell Genetic Alteration Classification in Microscopic Images. 27-36 2024 ICPRAM https://doi.org/10.5220/0012319700003654 conf/icpram/2024 db/conf/icpram/icpram2024.html#GutweinKTL24 Simon Gutwein Martin Kampel Sabine Taschner-Mandl Roxane Licandro FISHing in Uncertainty: Synthetic Contrastive Learning for Genetic Aberration Detection. 23-33 2024 UNSURE@MICCAI https://doi.org/10.1007/978-3-031-73158-7_3 conf/miccai/2024unsure db/conf/miccai/unsure2024.html#GutweinKTL24 streams/conf/miccai

Simon Gutwein Martin Kampel Sabine Taschner-Mandl Roxane Licandro FISHing in Uncertainty: Synthetic Contrastive Learning for Genetic Aberration Detection. 2024 abs/2411.01025 CoRR https://doi.org/10.48550/arXiv.2411.01025 db/journals/corr/corr2411.html#abs-2411-01025 streams/journals/corr

Simon Gutwein Daria Lazic Thomas Walter 0003 Sabine Taschner-Mandl Roxane Licandro Interpretable Embeddings for Segmentation-Free Single-Cell Analysis in Multiplex Imaging. 2024 abs/2411.03341 CoRR https://doi.org/10.48550/arXiv.2411.03341 db/journals/corr/corr2411.html#abs-2411-03341 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

Daphna Link-Sourani Esra Abaci Turk Christopher K. Macgowan Jana Hutter Andrew Melbourne Roxane Licandro Perinatal, Preterm and Paediatric Image Analysis - 8th International Workshop, PIPPI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings PIPPI@MICCAI Springer 2023 Lecture Notes in Computer Science 14246 978-3-031-45543-8 978-3-031-45544-5 https://doi.org/10.1007/978-3-031-45544-5 db/conf/miccai/pippi2023.html

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

Roxane Licandro Andrew Melbourne Esra Abaci Turk Christopher K. Macgowan Jana Hutter Perinatal, Preterm and Paediatric Image Analysis - 7th International Workshop, PIPPI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings PIPPI@MICCAI Springer 2022 Lecture Notes in Computer Science 13575 978-3-031-17116-1 978-3-031-17117-8 https://doi.org/10.1007/978-3-031-17117-8 db/conf/miccai/pippi2022.html

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

Ivan Sipiran Patrick Lazo Cristian Lopez Milagritos Jimenez Nihar Bagewadi Benjamin Bustos Hieu Dao Shankar Gangisetty Martin Hanik Ngoc-Phuong Ho-Thi Mike Holenderski Dmitri Jarnikov Arniel Labrada Stefan Lengauer Roxane Licandro Dinh-Huan Nguyen Thang-Long Nguyen-Ho Luis A. Pérez Rey Bang-Dang Pham Reinhold Preiner Tobias Schreck Quoc-Huy Trinh Loek Tonnaer Christoph von Tycowicz The-Anh Vu-Le SHREC 2021: Retrieval of cultural heritage objects. 1-20 2021 100 Comput. Graph. https://doi.org/10.1016/j.cag.2021.07.010 db/journals/cg/cg100.html#SipiranLLJBBDGH21

Carole H. Sudre Roxane Licandro Christian F. Baumgartner Andrew Melbourne Adrian V. Dalca Jana Hutter Ryutaro Tanno Esra Abaci Turk Koen Van Leemput Jordina Torrents-Barrena William M. Wells III Christopher K. Macgowan Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021 Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings UNSURE/PIPPI@MICCAI Springer 2021 Lecture Notes in Computer Science 12959 978-3-030-87734-7 978-3-030-87735-4 https://doi.org/10.1007/978-3-030-87735-4 db/conf/miccai/unsure2021.html

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

Yipeng Hu Roxane Licandro J. Alison Noble Jana Hutter Stephen R. Aylward Andrew Melbourne Esra Abaci Turk Jordina Torrents-Barrena Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis - First International Workshop, ASMUS 2020, and 5th International Workshop, PIPPI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings ASMUS/PIPPI@MICCAI Springer 2020 Lecture Notes in Computer Science 12437 978-3-030-60333-5 978-3-030-60334-2 https://doi.org/10.1007/978-3-030-60334-2 db/conf/miccai/asmus2020.html 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 Qian Wang 0001 Alberto Gómez 0002 Jana Hutter Kristin McLeod Veronika A. M. Zimmer Oliver Zettinig Roxane Licandro Emma C. Robinson Daan Christiaens Esra Abaci Turk Andrew Melbourne Smart Ultrasound Imaging and Perinatal, Preterm and Paediatric Image Analysis - First International Workshop, SUSI 2019, and 4th International Workshop, PIPPI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings SUSI/PIPPI@MICCAI Springer 2019 Lecture Notes in Computer Science 11798 978-3-030-32874-0 978-3-030-32875-7 https://doi.org/10.1007/978-3-030-32875-7 db/conf/miccai/susi2019.html 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 Roxane Licandro Michael Reiter Markus Diem Michael N. Dworzak Angela Schumich Martin Kampel Application of Machine Learning for Automatic MRD Assessment in Paediatric Acute Myeloid Leukaemia. 401-408 2018 ICPRAM https://doi.org/10.5220/0006595804010408 conf/icpram/2018 db/conf/icpram/icpram2018.html#LicandroRDDSK18 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 Andrew Melbourne Roxane Licandro Matthew D. DiFranco Paolo Rota Melanie Gau Martin Kampel Rosalind Aughwane Pim Moeskops Ernst Schwartz Emma C. Robinson Antonios Makropoulos Data Driven Treatment Response Assessment - and - Preterm, Perinatal, and Paediatric Image Analysis - First International Workshop, DATRA 2018 - and - Third International Workshop, PIPPI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings DATRA/PIPPI@MICCAI Springer 2018 Lecture Notes in Computer Science 11076 978-3-030-00806-2 978-3-030-00807-9 https://doi.org/10.1007/978-3-030-00807-9 db/conf/miccai/datra2018.html 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 Roxane Licandro Paolo Rota Michael Reiter Martin Kampel Flow Cytometry based automatic MRD assessment in Acute Lymphoblastic Leukaemia: Longitudinal evaluation of time-specific cell population models. 1-6 2016 CBMI https://doi.org/10.1109/CBMI.2016.7500274 conf/cbmi/2016 db/conf/cbmi/cbmi2016.html#LicandroRRK16 Ana Adzic Michael Aertsen Param Ahir Mireia Alenyà Pablo Andrés ArbeláezPablo Arbeláez Maurice Aschwanden Rosalind Aughwane Netanell Avisdris Stephen R. Aylward Nihar Bagewadi Miguel Ángel González Ballester Matthew J. Barkovich Lisa Bartha-Doering Wietske A. P. Bastiaansen Christian F. Baumgartner Michael Baumgartner 0001 Dafna Ben-Bashat Ori Ben-Zvi Emir Benca Amina Bouzid Benjamin Bustos Oscar Camara 0001 Marco Castellaro Chen Chen 0042 JinTai Chen Simone Chiarella Jae Won Choi Daan Christiaens Tommaso Ciceri Valentin Comte Robin Cremese Meritxell Bach Cuadra Adrian V. Dalca Aline Dändliker Maik Dannecker Hieu Dao Luisa Vargas Daza Markus Diem Matthew D. DiFranco Guiming Dong Gregor Dovjak Bo Du 0001 Priscille de Dumast Michael N. Dworzak Michael Ebner Diego Fajardo-Rojas Lucas Fidon Hao Fu 0014 Jia Fu Shankar Gangisetty Shangqi Gao Yibo Gao Marina Fernandez Garcia Melanie Gau Raphael Gaubert-Rachmühl Fleur Gaudfernau Antonio G. Gennari Ali Gholipour Paula Ramirez Gilliland Charlotte Godard Alberto Gómez 0002 Yvan Gomez Andrea Gondova Gracia Grabaric Irina Grigorescu Michal K. Grzeszczyk Simon Gutwein Rachika E. Hamadache Martin Hanik Lena Hirtler Ngoc-Phuong Ho-Thi Johannes Hofmanninger Mike Holenderski Yang Hong Yipeng Hu Ziyan Huang Jana Hutter Kiho Im András Jakab Anton Jakovcic Dmitri Jarnikov Hui Ji Jingwen Jiang Milagritos Jimenez Anand A. Joshi Leo Joskowicz Misha P. T. Kaandorp Martin Kampel Davood Karimi Gregor Kasprian Hamza Kebiri Patric Kienast Donghyeon Kim Hyun Gi Kim Melita Klaic Kathrin Kollndorfer Mériam Koob Arniel Labrada Hélène Lajous Georg Langs Daria Lazic Patrick Lazo Richard M. Leahy Minwoo Lee Koenraad Van LeemputKoen Van Leemput Stefan Lengauer Hongwei Li 0004Hongwei Bran Li Liu Li 0001 Muyang Li Xuesong Li 0003 Yongmin Li 0001 Jing Liang KuanLun Liao Weibin Liao Yang Lin Daphna Link-Sourani Hao Liu Hesheng Liu Xavier Lladó Giorgio Longari Zhao Longfei Arthur Longuefosse Cristian LópezCristian Lopez Wenying Lu Christopher K. Macgowan Klaus H. Maier-Hein Antonios Makropoulos Pavel Markovic Gerard Martí-Juan Jean-Baptiste Masson Moona Mazher Niccolò McConnell Kristin McLeod Andrew Melbourne Bjoern MenzeBjoern H. MenzeBjörn H. Menze Alina Dana Miron Pim Moeskops Andriy Myronenko Krishna N. Nayak Karl-Heinz Nenning Dinh-Huan Nguyen Thang-Long Nguyen-Ho Steven A. Niederer Astrid Nilsson J. Alison Noble Bruno Oliveira 0002 Sébastien Ourselin Cheng Ouyang Dieter Pahr Mehul Parikh Kelly Payette Yuchen Pei Ying Peng Denis Peruzzo Bang-Dang Pham Marco Pinamonti Szymon Plotka Daniela Prayer Reinhold Preiner Domen Preloznik Domenec Puig Abdul Qayyum 0002 Milan Rados Michael Reiter Luis A. Pérez Rey ZunHyan Rieu Emma C. Robinson Paolo Rota Margaux Roulet Keïn Sam Thomas Sanchez Thomas Schlegl Tobias Schreck Angela Schumich Ernst Schwartz Jun Seita Ziyao Shang Md Mahfuzur Rahman Siddiquee Ivan Sipiran Arkadiusz Sitek Daniel Sobotka Bella Specktor-Fadida Ziga Spiclin Céline Steger Marlene Stuempflen Carole H. Sudre Alexander Synek Ryutaro Tanno Sabine Taschner-Mandl Athena Taymourtash Li Tianhong Johannes Tischer Lyuyang Tong Loek Tonnaer Jordina Torrents-Barrena Helena R. Torres Sébastien Tourbier Quoc-Huy Trinh Esra Abaci Turk Christoph von Tycowicz Santiago Usma Alena Uus Romain Valabrègue Lana Vasung Tom Vercauteren Jordina Aviles Verdera João L. Vilaça Maria Inmaculada Villanueva Valentina Visani The-Anh Vu-Le Thomas Walter 0003 Guotai Wang Haoyu Wang 0010 Lisheng Wang Qian Wang 0001 Marc-André Weber Liao Weibin William M. Wells III Luca Wilhelmi Dan Wu YiXuan Wu Juanying Xie Daguang Xu Xinyi Xu Yunzhi Xu HyeonSik Yang Jin Ye 0002 Lv Yi Sungmin You Vladyslav Zalevskyi Qi Zeng Maximilian Zenk Oliver Zettinig Huiquan Zhang Wenhao Zhang Zelin Zhang Li Zhao Hangqi Zhou Veronika A. M. Zimmer