ProtoEFNet: Dynamic Prototype Learning for Inherently Interpretable Ejection Fraction Estimation in Echocardiography.

Siavash Bigdeli Yeganeh Ghamary Victoria Wu Hooman Vaseli Christina Luong 0001 Teresa Tsang Siavash Bigdeli Purang Abolmaesumi ProtoEFNet: Dynamic Prototype Learning for Inherently Interpretable Ejection Fraction Estimation in Echocardiography. iMIMIC@MICCAI 2025 149-159 conf/miccai/2025imimic https://doi.org/10.1007/978-3-032-17611-0_15 db/conf/miccai/imimic2025.html#GhamaryWVLTBA25 streams/conf/miccai

Yeganeh Ghamary Victoria Wu Hooman Vaseli Christina Luong 0001 Teresa Tsang Siavash Bigdeli Purang Abolmaesumi ProtoEFNet: Dynamic Prototype Learning for Inherently Interpretable Ejection Fraction Estimation in Echocardiography. 2025 December abs/2512.03339 CoRR https://doi.org/10.48550/arXiv.2512.03339 db/journals/corr/corr2512.html#abs-2512-03339 streams/journals/corr

Evangelos Ntavelis Andrés Romero Siavash Bigdeli Radu Timofte Zheng Hui Xiumei Wang 0002 Xinbo Gao 0001 Chajin Shin Taeoh Kim Hanbin Son Sangyoun Lee Chao Li 0034 Fu Li 0003 Dongliang He Shilei Wen Errui Ding Mengmeng Bai Shuchen Li Yu Zeng 0001 Zhe Lin 0001 Jimei Yang Jianming Zhang 0001 Eli Shechtman Huchuan Lu Weijian Zeng Haopeng Ni Yiyang Cai Chenghua Li Dejia Xu Haoning Wu 0001 Yu Han S. M. Nadim Uddin Hae Woong Jang Soikat Hasan Ahmed Jungmin Yoon Yong Ju Jung Chu-Tak Li Zhi-Song Liu Li-Wen Wang Wan-Chi Siu Daniel Pak-Kong Lun Maitreya Suin Kuldeep Purohit A. N. Rajagopalan 0001 Pratik Narang Murari Mandal Pranjal Singh Chauhan AIM 2020 Challenge on Image Extreme Inpainting. 716-741 2020 ECCV Workshops (3) https://doi.org/10.1007/978-3-030-67070-2_43 conf/eccv/2020-w3 db/conf/eccv/eccv2020-w3.html#NtavelisRBTHWGS20

Evangelos Ntavelis Andrés Romero Siavash Bigdeli Radu Timofte AIM 2020 Challenge on Image Extreme Inpainting. 2020 abs/2010.01110 CoRR https://arxiv.org/abs/2010.01110 db/journals/corr/corr2010.html#abs-2010-01110

Siavash Bigdeli Advanced Restoration Techniques for Images and Disparity Maps. 2017 University of Bern, Switzerland https://boris.unibe.ch/120195/ https://boris.unibe.ch/120195/1/bigdeli_thesis_2018.pdf https://doi.org/10.7892/boris.120195 https://www.base-search.net/Record/157cb4815647f0d587cb59b41a202dbae03f0ed3f98a3fc0b36887cc645a1042 base-search.net (ftunivbern:oai:boris.unibe.ch:120195) http://boristheses.unibe.ch/833/ https://doi.org/10.24442/boristheses.833 https://www.base-search.net/Record/733bdc17b561aa9ae229b94ddc07c747be029855dc5cb17c4550495b1aed2beb base-search.net (ftuniberntheses:oai:boristheses.unibe.ch:833) Purang Abolmaesumi Soikat Hasan Ahmed Mengmeng Bai Yiyang Cai Pranjal Singh Chauhan Errui Ding Xinbo Gao 0001 Yeganeh Ghamary Yu Han Dongliang He Zheng Hui Hae Woong Jang Yong Ju Jung Taeoh Kim Sangyoun Lee Chao Li 0034 Chenghua Li Chu-Tak Li Fu Li 0003 Shuchen Li Zhe Lin 0001 Zhisong LiuZhi-Song Liu Huchuan Lu Daniel Pak-Kong Lun Christina Luong 0001 Murari Mandal Pratik Narang Haopeng Ni Evangelos Ntavelis Kuldeep Purohit A. N. Rajagopalan 0001 Andrés Romero Eli Shechtman Chajin Shin Wan-Chi Siu Hanbin Son Maitreya Suin Radu Timofte Teresa Tsang S. M. Nadim Uddin Hooman Vaseli Li-Wen Wang Xiumei Wang 0002 Shilei Wen Haoning Wu 0001 Victoria Wu Dejia Xu Jimei Yang Jungmin Yoon Weijian Zeng Yu Zeng 0001 Jianming Zhang 0001