Robbert Struyven

A foundation model for generalizable disease detection from retinal images

Yukun Zhou, Mark A. Chia, Siegfried K. Wagner et al. · Nature · 2023 · 697 citations · Full text

AutoMorph: Automated Retinal Vascular Morphology Quantification Via a Deep Learning Pipeline

Yukun Zhou, Siegfried K. Wagner, Mark A. Chia et al. · Translational Vision Science & Technology · 2022 · 112 citations · Full text

Clinically relevant deep learning for detection and quantification of geographic atrophy from optical coherence tomography: a model development and external validation study

Gongyu Zhang, Dun Jack Fu, Bart Liefers et al. · The Lancet Digital Health · 2021 · 84 citations · Full text

Retinal Optical Coherence Tomography Features Associated With Incident and Prevalent Parkinson Disease

Siegfried K. Wagner, David Romero-Bascones, Mario Cortina‐Borja et al. · Neurology · 2023 · 79 citations · Full text

Association Between Retinal Features From Multimodal Imaging and Schizophrenia

Siegfried K. Wagner, Mario Cortina‐Borja, Steven M. Silverstein et al. · JAMA Psychiatry · 2023 · 53 citations · Full text