| A foundation model for generalizable disease detection from retinal images Y Zhou, MA Chia, SK Wagner, MS Ayhan, DJ Williamson, RR Struyven, ... Nature 622 (7981), 156-163, 2023 | 75 | 2023 |
| Clinically relevant deep learning for detection and quantification of geographic atrophy from optical coherence tomography: a model development and external validation study G Zhang, DJ Fu, B Liefers, L Faes, S Glinton, S Wagner, R Struyven, ... The Lancet Digital Health 3 (10), e665-e675, 2021 | 54 | 2021 |
| AlzEye: longitudinal record-level linkage of ophthalmic imaging and hospital admissions of 353 157 patients in London, UK SK Wagner, F Hughes, M Cortina-Borja, N Pontikos, R Struyven, X Liu, ... BMJ open 12 (3), e058552, 2022 | 28 | 2022 |
| AutoMorph: Automated Retinal Vascular Morphology Quantification Via a Deep Learning Pipeline Y Zhou, SK Wagner, MA Chia, A Zhao, M Xu, R Struyven, DC Alexander, ... Translational vision science & technology 11 (7), 12-12, 2022 | 27 | 2022 |
| Enablers and barriers to deployment of smartphone-based home vision monitoring in clinical practice settings E Korot, N Pontikos, FM Drawnel, A Jaber, DJ Fu, G Zhang, MA Miranda, ... JAMA ophthalmology 140 (2), 153-160, 2022 | 27 | 2022 |
| Automated Measurements of Key Morphological Features of Human Embryos for IVF BD Leahy, WD Jang, HY Yang, R Struyven, D Wei, Z Sun, KR Lee, ... Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 2020 | 27 | 2020 |
| White matter mean diffusivity correlates with myelination in tuberous sclerosis complex JM Peters, RR Struyven, AK Prohl, L Vasung, A Stajduhar, M Taquet, ... Annals of clinical and translational neurology 6 (7), 1178-1190, 2019 | 26 | 2019 |
| Evaluating an automated machine learning model that predicts visual acuity outcomes in patients with neovascular age-related macular degeneration A Abbas, C O’Byrne, DJ Fu, G Moraes, K Balaskas, R Struyven, S Beqiri, ... Graefe's Archive for Clinical and Experimental Ophthalmology 260 (8), 2461-2473, 2022 | 20 | 2022 |
| Retinal optical coherence tomography features associated with incident and prevalent Parkinson disease SK Wagner, D Romero-Bascones, M Cortina-Borja, DJ Williamson, ... Neurology 101 (16), e1581-e1593, 2023 | 17 | 2023 |
| Prediction of visual function from automatically quantified optical coherence tomography biomarkers in patients with geographic atrophy using machine learning K Balaskas, S Glinton, TDL Keenan, L Faes, B Liefers, G Zhang, ... Scientific Reports 12 (1), 15565, 2022 | 12 | 2022 |
| Association Between Retinal Features From Multimodal Imaging and Schizophrenia SK Wagner, M Cortina-Borja, SM Silverstein, Y Zhou, ... JAMA psychiatry 80 (5), 478-487, 2023 | 11 | 2023 |
| Clinician-driven artificial intelligence in ophthalmology: resources enabling democratization. E Korot, MB Gonçalves, SM Khan, R Struyven, SK Wagner, PA Keane Current Opinion in Ophthalmology, 2021 | 10 | 2021 |
| Developmental Stage Classification of Embryos Using Two-Stream Neural Network with Linear-Chain Conditional Random Field S Lukyanenko, WD Jang, D Wei, R Struyven, Y Kim, B Leahy, H Yang, ... Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, 2021 | 10 | 2021 |
| Development and international validation of custom-engineered and code-free deep-learning models for detection of plus disease in retinopathy of prematurity: a retrospective study SK Wagner, B Liefers, M Radia, G Zhang, R Struyven, L Faes, J Than, ... The Lancet Digital Health 5 (6), e340-e349, 2023 | 6 | 2023 |
| Determinants of non-attendance at face-to-face and telemedicine ophthalmic consultations SK Wagner, L Raja, M Cortina-Borja, J Huemer, R Struyven, PA Keane, ... British Journal of Ophthalmology 108 (4), 625-632, 2024 | 3 | 2024 |
| Deep learning-based detection of Plus disease of Retinopathy of Prematurity RRR Struyven, S Wagner, B Liefers, G Zhang, S Glinton, M Kelly, M Radia, ... Investigative Ophthalmology & Visual Science 63 (7), 212–F0059-212–F0059, 2022 | 3 | 2022 |
| Automated Deep Learning for Medical Imaging C O’Byrne, L Raja, R Struyven, E Korot, PA Keane Artificial Intelligence in Medicine, 473-485, 2022 | 2 | 2022 |
| Clinician-Driven AI: Code-Free Self-Training on Public Data for Diabetic Retinopathy Referral E Korot, MB Gonçalves, J Huemer, S Beqiri, H Khalid, M Kelly, M Chia, ... JAMA ophthalmology 141 (11), 1029-1036, 2023 | 1 | 2023 |
| Deep-learning fusion of OCT imaging and traditional risk factors to improve dementia detection in AlzEye RRR Struyven, D Williamson, S Wagner, D Romero-Bascones, Y Zhou, ... Investigative Ophthalmology & Visual Science 64 (8), 1282-1282, 2023 | 1 | 2023 |
| Retinal biomarkers for systemic diseases: an oculome-wide association study in 164,784 individuals T Liu, S Wagner, R Struyven, Y Zhou, D Williamson, D Romero-Bascones, ... Investigative Ophthalmology & Visual Science 64 (8), 459-459, 2023 | 1 | 2023 |
