Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO AMD Progression Challenge.

Ivana Zadro Matovinovic

Rachid Zeghlache Ikram Brahim Pierre-Henri Conze Mathieu Lamard Mohammed El Amine Lazouni Elaouaber Zineb Aziza Leila Ryma Lazouni Christopher Nielsen Ahmad O. Ahsan Matthias Wilms Nils D. Forkert Lovre Antonio Budimir Ivana Zadro Matovinovic Donik Vrsnak Sven Loncaric Philippe Zhang Weili Jiang Yihao Li Yiding Hao Markus Frohmann Patrick Binder Marcel Huber Taha Emre Teresa Araújo Marzieh Oghbaie Hrvoje Bogunovic Amerens A. Bekkers Nina M. van Liebergen Hugo J. Kuijf Abdul Qayyum 0002 Moona Mazher Steven A. Niederer Alberto J. Beltrán-Carrero Juan J. Gómez-Valverde Javier Torresano-Rodríguez Álvaro Caballero-Sastre María J. Ledesma-Carbayo Yosuke Yamagishi Yi Ding Robin Peretzke Alexandra Ertl Maximilian Fischer Jessica Kächele Sofiane Zehar Karim Boukli Hacene Thomas Monfort Béatrice Cochener Mostafa El Habib Daho Anas-Alexis Benyoussef Gwenolé Quellec Deep Learning for Retinal Degeneration Assessment: A Comprehensive Analysis of the MARIO AMD Progression Challenge. 2025 June abs/2506.02976 CoRR https://doi.org/10.48550/arXiv.2506.02976 db/journals/corr/corr2506.html#abs-2506-02976 streams/journals/corr

Lovre Antonio Budimir Ivana Zadro Matovinovic Donik Vrsnak Sven Loncaric Modular Transformer-Based Monitoring and Prediction of Wet AMD Progression Using OCT Imaging. 172-181 2024 DIAMOND/MARIO@MICCAI https://doi.org/10.1007/978-3-031-86651-7_17 conf/miccai/2024diamond db/conf/miccai/diamond2024.html#BudimirMVL24 streams/conf/miccai

Julian Lo Morgan Heisler Vinicius Vanzan Sonja Karst Ivana Zadro Matovinovic Sven Loncaric Eduardo V. Navajas Mirza Faisal Beg Marinko V. Sarunic Microvasculature Segmentation and Inter-capillary Area Quantification of the Deep Vascular Complex using Transfer Learning. 2020 abs/2003.09033 CoRR https://arxiv.org/abs/2003.09033 db/journals/corr/corr2003.html#abs-2003-09033

Ivana Zadro Matovinovic Sven Loncaric Julian Lo Morgan Heisler Marinko Sarunic Transfer Learning with U-Net type model for Automatic Segmentation of Three Retinal Layers In Optical Coherence Tomography Images. 49-53 2019 ISPA https://doi.org/10.1109/ISPA.2019.8868639 conf/imspa/2019 db/conf/imspa/ispa2019.html#MatovinovicLLHS19 Ahmad O. Ahsan Teresa AraujoTeresa Araújo Elaouaber Zineb Aziza Mirza Faisal Beg Amerens A. Bekkers Alberto J. Beltrán-Carrero Anas-Alexis Benyoussef Patrick Binder Hrvoje Bogunovic Ikram Brahim Lovre Antonio Budimir Álvaro Caballero-Sastre Béatrice Cochener Pierre-Henri Conze Mostafa El Habib Daho Yi Ding Taha Emre Alexandra Ertl Maximilian Fischer Nils Daniel ForkertNils D. Forkert Markus Frohmann Juan J. Gómez-Valverde Karim Boukli Hacene Yiding Hao Morgan Lindsay HeislerMorgan Heisler Marcel Huber Weili Jiang Jessica Kächele Sonja Karst Hugo J. Kuijf Mathieu Lamard Leila Ryma Lazouni Mohammed El Amine Lazouni María J. Ledesma-Carbayo Yihao Li Nina M. van Liebergen Julian Lo Sven Loncaric Moona Mazher Thomas Monfort Eduardo NavajasEduardo V. Navajas Steven A. Niederer Christopher Nielsen Marzieh Oghbaie Robin Peretzke Abdul Qayyum 0002 Gwenolé Quellec Marinko SarunicMarinko V. Sarunic Javier Torresano-Rodríguez Vinicius Vanzan Donik Vrsnak Matthias Wilms Yosuke Yamagishi Rachid Zeghlache Sofiane Zehar Philippe Zhang