Gábor Márk Somfai

According to our database, Gábor Márk Somfai authored at least 11 papers between 2012 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Cautious optimism on foundation models in medical imaging balancing privacy and innovation.

Rui Santos, Delia Cabrera DeBuc, Gábor Márk Somfai

npj Digit. Medicine, 2026

2025

When Do Domain-Specific Foundation Models Justify Their Cost? A Systematic Evaluation Across Retinal Imaging Tasks.

David Isztl, Tahm Spitznagel, Gábor Márk Somfai, Rui Santos

CoRR, November, 2025

Generalist versus Specialist Vision Foundation Models for Ocular Disease and Oculomics.

Yukun Zhou, Paul Nderitu, Jocelyn Hui Lin Goh, Justin Engelmann, Siegfried K. Wagner, Emma Anran Ran, Hongyang Jiang, Lie Ju, Ke Zou, Sahana Srinivasan, Hyunmin Kim, Takahiro Ninomiya, Zheyuan Wang, Gabriel Dawei Yang, Eden Ruffell, Dominic Williamson, Rui Santos, Gábor Márk Somfai, Carol Y. Cheung, Tien Yin Wong, Daniel C. Alexander, Yih Chung Tham, Pearse A. Keane

CoRR, September, 2025

FusionFM: Fusing Eye-specific Foundational Models for Optimized Ophthalmic Diagnosis.

Ke Zou, Jocelyn Hui Lin Goh, Yukun Zhou, Tian Lin, Samantha Min Er Yew, Sahana Srinivasan, Meng Wang, Rui Santos, Gábor Márk Somfai, Huazhu Fu, Haoyu Chen, Pearse A. Keane, Ching-Yu Cheng, Yih Chung Tham

CoRR, August, 2025

Is an Ultra Large Natural Image-Based Foundation Model Superior to a Retina-Specific Model for Detecting Ocular and Systemic Diseases?

Qingshan Hou, Yukun Zhou, Jocelyn Hui Lin Goh, Ke Zou, Samantha Min Er Yew, Sahana Srinivasan, Meng Wang, Thaddaeus Wai Soon Lo, Xiaofeng Lei, Siegfried K. Wagner, Mark A. Chia, Dawei Yang, Hongyang Jiang, Emma Anran Ran, Rui Santos, Gábor Márk Somfai, Juan Helen Zhou, Haoyu Chen, Qingyu Chen, Carol Yim-lui Cheung, Pearse A. Keane, Yih Chung Tham

CoRR, February, 2025

2024

Block Expanded DINORET: Adapting Natural Domain Foundation Models for Retinal Imaging Without Catastrophic Forgetting.

Jay Zoellin, Colin Merk, Mischa Buob, Amr Saad, Samuel Giesser, Tahm Spitznagel, Ferhat Turgut, Rui Santos, Yukun Zhou, Sigfried Wagner, Pearse A. Keane, Yih Chung Tham, Delia Cabrera DeBuc, Matthias D. Becker, Gábor Márk Somfai

CoRR, 2024

An Overview of Public Retinal Optical Coherence Tomography Datasets: Access, Annotations, and Beyond.

Anastasiia Rozhyna, Gábor Márk Somfai, Manfredo Atzori, Henning Müller

Proceedings of the Digital Health and Informatics Innovations for Sustainable Health Care Systems, 2024

2017

Inter-session repeatability of retinal layer thickness in optical coherence tomography.

Delia Cabrera DeBuc, Jing Tian, Nathan Bates, Gábor Márk Somfai

Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

2014

Fractal-based analysis of optical coherence tomography data to quantify retinal tissue damage.

Gábor Márk Somfai, Erika Tátrai, Lenke Laurik, Boglárka Varga, Vera Ölvedy, William E. Smiddy, Robert Tchitnga, Anikó Somogyi, Delia Cabrera DeBuc

BMC Bioinform., 2014

Automated classifiers for early detection and diagnosis of retinopathy in diabetic eyes.

Gábor Márk Somfai, Erika Tátrai, Lenke Laurik, Boglárka Varga, Veronika Ölvedy, Hong Jiang, Jianhua Wang, William E. Smiddy, Anikó Somogyi, Delia Cabrera DeBuc

BMC Bioinform., 2014

2012

Layer extraction in rodent retinal images acquired by optical coherence tomography.

József Molnár, Dmitry Chetverikov, Delia Cabrera DeBuc, Wei Gao, Gábor Márk Somfai

Mach. Vis. Appl., 2012