Artificial intelligence using deep learning to screen for referable and vision-threatening diabetic retinopathy in Africa: a clinical validation study V Bellemo, ZW Lim, G Lim, QD Nguyen, Y Xie, MYT Yip, H Hamzah, J Ho, ... The Lancet Digital Health 1 (1), e35-e44, 2019 | 334 | 2019 |
Artificial intelligence for teleophthalmology-based diabetic retinopathy screening in a national programme: an economic analysis modelling study Y Xie, QD Nguyen, H Hamzah, G Lim, V Bellemo, DV Gunasekeran, ... The Lancet Digital Health 2 (5), e240-e249, 2020 | 232 | 2020 |
Artificial intelligence screening for diabetic retinopathy: the real-world emerging application V Bellemo, G Lim, TH Rim, GSW Tan, CY Cheung, SV Sadda, M He, ... Current Diabetes Reports 19, 1-12, 2019 | 181 | 2019 |
Different fundus imaging modalities and technical factors in AI screening for diabetic retinopathy: a review G Lim, V Bellemo, Y Xie, XQ Lee, MYT Yip, DSW Ting Eye and Vision 7, 1-13, 2020 | 89 | 2020 |
Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy MYT Yip, G Lim, ZW Lim, QD Nguyen, CCY Chong, M Yu, V Bellemo, ... NPJ digital medicine 3 (1), 40, 2020 | 48 | 2020 |
Generative adversarial networks (GANs) for retinal fundus image synthesis V Bellemo, P Burlina, L Yong, TY Wong, DSW Ting Computer Vision–ACCV 2018 Workshops: 14th Asian Conference on Computer …, 2019 | 39 | 2019 |
Posterior scleral birefringence measured by triple-input polarization-sensitive imaging as a biomarker of myopia progression X Liu, L Jiang, M Ke, IA Sigal, J Chua, QV Hoang, AWI Chia, RP Najjar, ... Nature Biomedical Engineering 7 (8), 986-1000, 2023 | 21 | 2023 |
Cost-effectiveness analysis of an artificial intelligence-assisted deep learning system implemented in the national tele-medicine diabetic retinopathy screening in Singapore Y Xie, Q Nguyen, V Bellemo, MYT Yip, XQ Lee, H Hamzah, G Lim, W Hsu, ... Investigative Ophthalmology & Visual Science 60 (9), 5471-5471, 2019 | 18 | 2019 |
Artificial intelligence using deep learning to screen for referable and visionthreatening diabetic retinopathy in Africa: a clinical validation study. Lancet Digital Health. 2019 V Bellemo, ZW Lim, G Lim, QD Nguyen, Y Xie, MYT Yip, H Hamzah, J Ho, ... DOI: https://doi. org/10.1016/S2589-7500 (19), 30004-4, 0 | 17 | |
Artificial intelligence for teleophthalmology‐based diabetic retinopathy screening in a national programme: an economic analysis modelling study. Lancet Digit Health. 2020; May … Y Xie, QD Nguyen, H Hamzah, G Lim, V Bellemo, DV Gunasekeran, ... S2589-7500 (20), 30060-1, 2020 | 11 | 2020 |
Enhanced detection of referable diabetic retinopathy via dcnns and transfer learning MYT Yip, ZW Lim, G Lim, ND Quang, H Hamzah, J Ho, V Bellemo, Y Xie, ... Computer Vision–ACCV 2018 Workshops: 14th Asian Conference on Computer …, 2019 | 11 | 2019 |
Artificial intelligence using deep learning in classifying side of the eyes and width of field for retinal fundus photographs V Bellemo, MYT Yip, Y Xie, XQ Lee, QD Nguyen, H Hamzah, J Ho, G Lim, ... Computer Vision–ACCV 2018 Workshops: 14th Asian Conference on Computer …, 2019 | 6 | 2019 |
Optical coherence tomography choroidal enhancement using generative deep learning V Bellemo, A Kumar Das, S Sreng, J Chua, D Wong, J Shah, R Jonas, ... NPJ Digital Medicine 7 (1), 115, 2024 | 2 | 2024 |
Visible light photoacoustic ophthalmoscopy and near-infrared-II optical coherence tomography in the mouse eye R Haindl, V Bellemo, P Rajendran, B Tan, M Liu, BS Lee, Q Zhou, ... APL Photonics 8 (10), 2023 | 2 | 2023 |
Cross-modality optical coherence tomography image enhancement using deep learning V Bellemo, A Kumar, D Wong, J Chua, X Xu, X Liu, L Yong, L Schmetterer Investigative Ophthalmology & Visual Science 64 (8), 235-235, 2023 | 2 | 2023 |
The Application of Deep Learning System to Screen for Diabetic Retinopathy in an Underprivileged African Population with Diabetes V Bellemo, ZW Lim, G Lim, Q Nguyen, MYT Yip, Y Xie, XQ Lee, H Hamzah, ... Investigative Ophthalmology & Visual Science 60 (9), 1439-1439, 2019 | 2 | 2019 |
Effect of image compression and number of fields on a deep learning system for detection of diabetic retinopathy MYT Yip, G Lim, V Bellemo, Y Xie, XQ Lee, Q Nguyen, H Hamzah, J Ho, ... Investigative Ophthalmology & Visual Science 60 (9), 1438-1438, 2019 | 2 | 2019 |
Additive manufacturing for multimodal photoacoustic ophthalmoscopy R Haindl, V Bellemo, P Rajendran, B Tan, M Liu, R Leitgeb, W Drexler, ... Photons Plus Ultrasound: Imaging and Sensing 2023 12379, 27-33, 2023 | 1 | 2023 |
Artificial Intelligence for Teleophthalmology-Based Diabetic Retinopathy Screening in a National Program: A Modelled Economic Analysis Study Y Xie, QD Nguyen, G Lim, V Bellemo, DV Gunasekeran, MYT Yip, ... | 1 | 2019 |
Novel deep learning approaches in optical coherence tomography imaging V Bellemo Nanyang Technological University, 2024 | | 2024 |