| Code-free deep learning for multi-modality medical image classification E Korot, Z Guan, D Ferraz, SK Wagner, G Zhang, X Liu, L Faes, ... Nature Machine Intelligence 3 (4), 288-298, 2021 | 139 | 2021 |
| 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 | 59 | 2021 |
| 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 | 31 | 2022 |
| 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 | 14 | 2022 |
| Phenotyping of ABCA4 retinopathy by machine learning analysis of full-field electroretinography SL Glinton, A Calcagni, W Lilaonitkul, N Pontikos, S Vermeirsch, G Zhang, ... Translational Vision Science & Technology 11 (9), 34-34, 2022 | 14 | 2022 |
| Reinforcement learning in ophthalmology: potential applications and challenges to implementation S Nath, E Korot, DJ Fu, G Zhang, K Mishra, AY Lee, PA Keane The Lancet Digital Health 4 (9), e692-e697, 2022 | 12 | 2022 |
| 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 | 8 | 2023 |
| Deep-learning automated quantification of longitudinal OCT scans demonstrates reduced RPE loss rate, preservation of intact macular area and predictive value of isolated … DJ Fu, S Glinton, V Lipkova, L Faes, B Liefers, G Zhang, N Pontikos, ... British Journal of Ophthalmology 108 (4), 536-545, 2024 | 7 | 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 | 4 | 2022 |
| AI building AI: deep learning detection of referable diabetic retinopathy sans-coding E Korot, S Wagner, L Faes, DJ Fu, X Liu, D Ferraz, H Khalid, R Chopra, ... Investigative Ophthalmology & Visual Science 61 (7), 2025-2025, 2020 | 3 | 2020 |
| Automated machine learning model for fundus photo gradeability and laterality: A public ML research toolkit sans-coding S Wagner, E Korot, H Khalid, T Heeren, D Ferraz, Z Guan, G Zhang, ... Investigative Ophthalmology & Visual Science 61 (7), 2029-2029, 2020 | 3 | 2020 |
| Choroidal neovascularization mimics in chronic central serous chorioretinopathy; an optical coherence tomography angiography study. L Raja, H Khalid, JC Huemer, S Chandra, L Nicholson, S Wagner, ... Investigative Ophthalmology & Visual Science 61 (7), 4811-4811, 2020 | 1 | 2020 |
| Optimising Treatment of Neovascular Age-related Macular Degeneration using Reinforcement Learning G Zhang, Z Guan, E Korot, R Chopra, G Moraes, S Wagner, L Faes, DJ Fu, ... Investigative Ophthalmology & Visual Science 61 (7), 1628-1628, 2020 | 1 | 2020 |
| EyeSAM: Unveiling the Potential of Segment Anything Model in Ophthalmic Image Segmentation AS da Silva, G Naik, P Bagga, T Soomro, APR Reis, G Zhang, E Waisberg, ... Investigative Ophthalmology & Visual Science 65 (7), 2409-2409, 2024 | | 2024 |
| AI-based qOCT analysis of phase 3 trials OAKS & DERBY data on the effect of pegcetacoplan on geographic atrophy P Bagga, DJ Fu, B Liefers, R Struyven, S Wagner, S Glinton, G Zhang, ... Investigative Ophthalmology & Visual Science 65 (7), 3262-3262, 2024 | | 2024 |
| The SD-OCT correlates of fundus autofluorescence in geographic atrophy: a comprehensive point-to-point analysis of fundus autofluorescence with SD-OCT using phase 3 trials … K Balaskas, B Liefers, R Struyven, S Glinton, G Zhang, L Faes, V Lipkova, ... Investigative Ophthalmology & Visual Science 65 (7), 449-449, 2024 | | 2024 |
| AutoMorph Optimization for Enhanced Retinal Vessel Analysis in Premature Infants G Zhang, BS Mendes, S Wagner, APR Reis, T Soomro, G Naik, P Bagga, ... Investigative Ophthalmology & Visual Science 65 (7), 2396-2396, 2024 | | 2024 |
| Association of Mesopic Visual Sensitivities with automatically segmented Retinal Pigment Epithelium and Outer Retinal Atrophy (RORA) on Ocular Coherence Tomography (OCT) APR Reis, T Soomro, DJ Fu, G Naik, G Zhang, AS da Silva, I Moghul, ... Investigative Ophthalmology & Visual Science 65 (7), 3760-3760, 2024 | | 2024 |
| Validation of polygenic risk score in age-related macular degeneration prognosis: a pilot study YW Chan, T Liu, I Moghul, S Wagner, DJ Fu, AS da Silva, G Zhang, ... Investigative Ophthalmology & Visual Science 65 (7), 5648-5648, 2024 | | 2024 |
| Uncertain Diagnostic Accuracy of Self-Monitoring Vision at Home—Reply K Balaskas, G Zhang JAMA ophthalmology 142 (4), 392-392, 2024 | | 2024 |
Pearse KeaneUKRI Future Leaders Fellow / University College London / Moorfields Eye Hospital在 ucl.ac.uk 的电子邮件经过验证
