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Valentina Bellemo
Valentina Bellemo
Singapore Eye Research Institute - LKCMedicine, NTU
Verified email at e.ntu.edu.sg
Title
Cited by
Cited by
Year
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
2582019
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
1842020
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
1462019
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
752020
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
402020
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
312019
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
172019
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
14
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
112019
Artificial intelligence for teleophthalmology-based diabetic retinopathy screening in a national programme: an economic analysis modelling study. Lancet Digit Health. 2020; 2 …
Y Xie, QD Nguyen, H Hamzah, G Lim, V Bellemo, DV Gunasekeran, ...
S2589-7500 (20), 30060-1, 2020
102020
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
62019
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
52023
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
22019
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
12023
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, ...
12019
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
12019
Enhanced choroidal thickness, total choroidal area and choroidal vascularity index from deep‐learning generated OCT images
V Bellemo, A Kumar, D Wong, J Chua, X Liu, X Xu, Y Liu, L Schmetterer
Acta Ophthalmologica 102, 2024
2024
Optical Coherence Tomography Choroidal Enhancement Using Generative Deep Learning
L Schmetterer, V Bellemo, AK Das, S Sreng, J Chua, D Wong, J Shah, ...
2023
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
2023
Multimodal imaging of the mouse eye using visible light photoacoustic ophthalmoscopy and near-infrared-II optical coherence tomography
R Haindl, V Bellemo, P Rajendran, B Tan, M Liu, Q Zhou, RA Leitgeb, ...
arXiv preprint arXiv:2306.03870, 2023
2023
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