Publications

RRR Struyven, D Williamson, S Wagner, D Romero-Bascones, Y Zhou, T Liu, Y Wu, K Balaskas, MC Borja, J Rahi, A Petzold, AY Lee, CS Lee, AK Denniston, D Alexander, P Keane (2023). Deep-learning fusion of OCT imaging and traditional risk factors to improve dementia detection in AlzEye. ASSOC RESEARCH VISION OPHTHALMOLOGY INC.

L Raja, T Liu, Y Zhou, R Struyven, D Williamson, M Borja, D Romero-Bascones, A Khawaja, P Patel, D Alexander, K Balaskas, J Rahi, A Denniston, A Petzold, S Wagner, P Keane (2023). Associations of Retinal Vascular Morphology and Inflammatory Bowel Disease: A cross-sectional analysis.. ASSOC RESEARCH VISION OPHTHALMOLOGY INC.

Y Wang, T Liu, D Williamson, R Struyven, Y Zhou, D Romero-Bascones, MG Lozano, K Balaskas, MC Borja, J Rahi, A Petzold, AP Khawaja, AK Denniston, S Wagner, P Keane (2023). Age Prediction from Retinal Fundus Images and Segmented Vessel Images using Deep Learning. ASSOC RESEARCH VISION OPHTHALMOLOGY INC.

MC Xu, Y Zhou, C Jin, M De Groot, DC Alexander, NP Oxtoby, J Jacob (2023). MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels. IEEE Transactions on Medical Imaging.

SK Wagner, M Cortina-Borja, SM Silverstein, Y Zhou, D Romero-Bascones, RR Struyven, E Trucco, MRK Mookiah, T MacGillivray, S Hogg, T Liu, DJ Williamson, N Pontikos, PJ Patel, K Balaskas, DC Alexander, KV Stuart, AP Khawaja, AK Denniston, JS Rahi, A Petzold, PA Keane (2023). Association Between Retinal Features From Multimodal Imaging and Schizophrenia.. JAMA Psychiatry.

SB Blumberg, H Lin, F Grussu, Y Zhou, M Figini, DC Alexander (2022). Progressive Subsampling for Oversampled Data - Application to Quantitative MRI. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

A Zhao, AH Shahin, Y Zhou, E Gudmundsson, A Szmul, N Mogulkoc, F Van Beek, CJ Brereton, HW Van Es, K Pontoppidan, R Savas, T Wallis, O Unat, M Veltkamp, MG Jones, CHM Van Moorsel, D Barber, J Jacob, DC Alexander (2022). Prognostic Imaging Biomarker Discovery in Survival Analysis for Idiopathic Pulmonary Fibrosis. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics).

M-C Xu, Y Zhou, C Jin, MD Groot, DC Alexander, NP Oxtoby, Y Hu, J Jacob (2022). Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation. **.

M-C Xu, Y-K Zhou, C Jin, SB Blumberg, FJ Wilson, M DeGroot, DC Alexander, NP Oxtoby, J Jacob (2022). Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation. **.

Y Zhou, SK Wagner, MA Chia, A Zhao, P Woodward-Court, M Xu, R Struyven, DC Alexander, PA Keane (2022). AutoMorph: Automated Retinal Vascular Morphology Quantification Via a Deep Learning Pipeline. Translational Vision Science & Technology.