Code-free deep learning for multi-modality medical image classification. - Edward Korot; Zeyu Guan; Daniel Ferraz; Siegfried K. Wagner; Gongyu Zhang; Xiaoxuan Liu; Livia Faes; Nikolas Pontikos; Samuel G. Finlayson; Hagar Khalid; Gabriella Moraes; Konstantinos Balaskas; et al. (Nat. Mach. Intell., 2021)

VAFO-Loss: VAscular Feature Optimised Loss Function for Retinal Artery/Vein Segmentation. - Yukun Zhou; Moucheng Xu; Yipeng Hu; Stefano B. Blumberg; An Zhao; Siegfried K. Wagner; Pearse A. Keane; Daniel C. Alexander (CoRR, 2022)

CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement. - Yukun Zhou; Moucheng Xu; Yipeng Hu; Stefano B. Blumberg; An Zhao; Siegfried K. Wagner; Pearse A. Keane; Daniel C. Alexander (Medical Image Anal., 2024)

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 001; Thaddaeus Wai Soon Lo; Xiaofeng Lei; Siegfried K. Wagner; Mark A. Chia; Dawei Yang; et al. (CoRR, 2025)