Tobias Elze

25 papers A* 3B 1Misc 1Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
CataractSAM-2: A Domain-Adapted Model for Anterior Segment Surgery Segmentation and Scalable Ground-Truth Annotation.
CoRR
Mohammad Eslami, Dhanvinkumar Ganeshkumar, Saber Kazeminasab, Michael G. Morley, Michael V. Boland, Michael M. Lin, John B. Miller, David S. Friedman, Nazlee Zebardast, Lucia Sobrin, Tobias Elze
2026 J jnl
Clinically informed semi-supervised learning improves disease annotation and equity from electronic health records: a glaucoma case study.
npj Digit. Medicine
Mousa Moradi, Rishi Shah, Asahi Fujita, Niloufar Bineshfar, Daniel M. Vu, Kanza Aziz, Daniel L. Liebman, Saber Kazeminasab, Mengyu Wang, Tobias Elze, Mohammad Eslami, Nazlee Zebardast
2025 J jnl
Development and evaluation of customized software to automatically align macula and optic disc centered scanning laser ophthalmoscope fundus images.
PeerJ Comput. Sci.
M. Elena Martínez-Pérez, Franziska G. Rauscher, Pingping Zhao, Tobias Elze
2025 J jnl
EVLF-FM: Explainable Vision Language Foundation Model for Medicine.
CoRR
Yang Bai, Haoran Cheng, Yang Zhou, Jun Zhou, Arun Thirunavukarasu, Yuhe Ke, Jie Yao, Kanae Fukutsu, Chrystie Wan Ning Quek, Ashley Hong, Laura Gutierrez, Zhen Ling Teo, Darren Shu Jeng Ting, Brian T. Soetikno, Christopher S. Nielsen, Tobias Elze, Zengxiang Li, Linh Le Dinh, Hiok Hong Chan, Victor Koh, Marcus Tan, Kelvin Z. Li, Leonard Yip, Ching Yu Cheng, Yih Chung Tham, Gavin Siew Wei Tan, Leopold Schmetterer, Marcus Ang, Rahat Hussain, Jod Mehta, Tin Aung, Lionel Tim-Ee Cheng, Tran Nguyen Tuan Anh, Chee Leong Cheng, Tien Yin Wong, Nan Liu, Iain Bee Huat Tan, Soon Thye Lim, Eyal Klang, Tony Kiat Hon Lim, Rick Siow Mong Goh, Yong Liu, Daniel Shu Wei Ting
2025 J jnl
Multimodal, Multi-Disease Medical Imaging Foundation Model (MerMED-FM).
CoRR
Yang Zhou, Chrystie Wan Ning Quek, Jun Zhou, Yan Wang, Yang Bai, Yuhe Ke, Jie Yao, Laura Gutierrez, Zhen Ling Teo, Darren Shu Jeng Ting, Brian T. Soetikno, Christopher S. Nielsen, Tobias Elze, Zengxiang Li, Linh Le Dinh, Lionel Tim-Ee Cheng, Tran Nguyen Tuan Anh, Chee Leong Cheng, Tien Yin Wong, Nan Liu, Iain Bee Huat Tan, Tony Kiat Hon Lim, Rick Siow Mong Goh, Yong Liu, Daniel Shu Wei Ting
2024 — conf
Automatic Detection of Optic Disc and Fovea from Colour Fundus Images.
SAI (1)
M. Elena Martínez-Pérez, Tobias Elze, Franziska G. Rauscher
2024 A* conf
FairCLIP: Harnessing Fairness in Vision-Language Learning.
CVPR
Yan Luo, Min Shi, Muhammad Osama Khan, Muhammad Muneeb Afzal, Hao Huang, Shuaihang Yuan, Yu Tian, Luo Song, Ava Kouhana, Tobias Elze, Yi Fang, Mengyu Wang
2024 J jnl
FairCLIP: Harnessing Fairness in Vision-Language Learning.
CoRR
Yan Luo, Min Shi, Muhammad Osama Khan, Muhammad Muneeb Afzal, Hao Huang, Shuaihang Yuan, Yu Tian, Luo Song, Ava Kouhana, Tobias Elze, Yi Fang, Mengyu Wang
2024 A* conf
FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling.
ICLR
Yu Tian, Min Shi, Yan Luo, Ava Kouhana, Tobias Elze, Mengyu Wang
2024 J jnl
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization.
IEEE Trans. Medical Imaging
Yan Luo, Yu Tian, Min Shi, Louis R. Pasquale, Lucy Q. Shen, Nazlee Zebardast, Tobias Elze, Mengyu Wang
2024 J jnl
RNFLT2Vec: Artifact-corrected representation learning for retinal nerve fiber layer thickness maps.
Medical Image Anal.
Min Shi, Yu Tian, Yan Luo, Tobias Elze, Mengyu Wang
2023 J jnl
Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images in Glaucoma.
IEEE J. Biomed. Health Informatics
Min Shi, Anagha Lokhande, Mojtaba Sedigh Fazli, Vishal Sharma, Yu Tian, Yan Luo, Louis R. Pasquale, Tobias Elze, Michael V. Boland, Nazlee Zebardast, David S. Friedman, Lucy Q. Shen, Mengyu Wang
2023 J jnl
FairSeg: A Large-scale Medical Image Segmentation Dataset for Fairness Learning with Fair Error-Bound Scaling.
CoRR
Yu Tian, Min Shi, Yan Luo, Ava Kouhana, Tobias Elze, Mengyu Wang
2023 J jnl
Harvard Eye Fairness: A Large-Scale 3D Imaging Dataset for Equitable Eye Diseases Screening and Fair Identity Scaling.
CoRR
Yan Luo, Yu Tian, Min Shi, Tobias Elze, Mengyu Wang
2023 A* conf
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning.
ICCV
Yan Luo, Min Shi, Yu Tian, Tobias Elze, Mengyu Wang
2023 J jnl
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning.
CoRR
Yan Luo, Min Shi, Yu Tian, Tobias Elze, Mengyu Wang
2023 J jnl
Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization.
CoRR
Yan Luo, Yu Tian, Min Shi, Tobias Elze, Mengyu Wang
2022 J jnl
Affective Medical Estimation and Decision Making via Visualized Learning and Deep Learning.
CoRR
Mohammad Eslami, Solale Tabarestani, Ehsan Adeli, Glyn Elwyn, Tobias Elze, Mengyu Wang, Nazlee Zebardast, Nassir Navab, Malek Adjouadi
2022 J jnl
Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images.
CoRR
Min Shi, Anagha Lokhande, Mojtaba Sedigh Fazli, Vishal Sharma, Yu Tian, Yan Luo, Louis R. Pasquale, Tobias Elze, Michael V. Boland, Nazlee Zebardast, David S. Friedman, Lucy Q. Shen, Mengyu Wang
2022 B conf
Deep variational clustering framework for self-labeling large-scale medical images.
Image Processing
Farzin Soleymani, Mohammad Eslami, Tobias Elze, Bernd Bischl, Mina Rezaei
2021 J jnl
Deep Variational Clustering Framework for Self-labeling of Large-scale Medical Images.
CoRR
Farzin Soleymani, Mohammad Eslami, Tobias Elze, Bernd Bischl, Mina Rezaei
2020 — conf
Patterns of retinal nerve fiber layer loss in patients with glaucoma identified by deep archetypal analysis.
IEEE BigData
Sidharth Mahotra, Mengyu Wang, 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
2018 Misc conf
Glaucoma Monitoring Using Manifold Learning and Unsupervised Clustering.
IVCNZ
Siamak Yousefi, Tobias Elze, Louis R. Pasquale, Michael V. Boland
2018 J jnl
New Precision Metrics for Contrast Sensitivity Testing.
IEEE J. Biomed. Health Informatics
Michael Dorr, Tobias Elze, Hui Wang, Zhong-Lin Lu, Peter J. Bex, Luis A. Lesmes
2011 J jnl
A computational model of dysfunctional facial encoding in congenital prosopagnosia.
Neural Networks
Rainer Stollhoff, Ingo Kennerknecht, Tobias Elze, Jürgen Jost