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Valentina Bellemo

Artificial intelligence using deep learning to screen for referable and vision-threatening diabetic retinopathy in Africa: a clinical validation study
2019 · Valentina Bellemo, Zhan W Lim, et al. · The Lancet Digital Health · 415
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Artificial intelligence for teleophthalmology-based diabetic retinopathy screening in a national programme: an economic analysis modelling study
2020 · Yuchen Xie, Quang D Nguyen, et al. · The Lancet Digital Health · 283
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Artificial Intelligence Screening for Diabetic Retinopathy: the Real-World Emerging Application
2019 · Valentina Bellemo, Gilbert Lim, et al. · Current Diabetes Reports · 176
Different fundus imaging modalities and technical factors in AI screening for diabetic retinopathy: a review
2020 · Gilbert Lim, Valentina Bellemo, et al. · Eye and Vision · 95
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Posterior scleral birefringence measured by triple-input polarization-sensitive imaging as a biomarker of myopia progression
2023 · Xinyu Liu, Liqin Jiang, et al. · Nature Biomedical Engineering · 44
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Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy
2020 · Michelle Y. T. Yip, Gilbert Lim, et al. · npj Digital Medicine · 43
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Generative Adversarial Networks (GANs) for Retinal Fundus Image Synthesis
2019 · Valentina Bellemo, Philippe Burlina, et al. · Lecture notes in computer science · 38
Optical coherence tomography choroidal enhancement using generative deep learning
2024 · Valentina Bellemo, Ankit Kumar Das, et al. · npj Digital Medicine · 14
Cost-Effectiveness Analysis of an Artificial Intelligence-Assisted Deep Learning System Implemented in the National Tele-Medicine Diabetic Retinopathy Screening in Singapore
2019 · Yuchen Xie, Quang D. Nguyen, et al. · Investigative Ophthalmology & Visual Science · 11
Artificial Intelligence Using Deep Learning to Screen for Referable and Vision-Threatening Diabetic Retinopathy in Africa
2019 · Valentina Bellemo, Zhan W Lim, et al. · SSRN Electronic Journal · 11
Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning
2019 · Michelle Yuen Ting Yip, Zhan Wei Lim, et al. · Lecture notes in computer science · 9
Visible light photoacoustic ophthalmoscopy and near-infrared-II optical coherence tomography in the mouse eye
2023 · R. Haindl, V. Bellemo, et al. · APL Photonics · 6
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Artificial Intelligence Using Deep Learning in Classifying Side of the Eyes and Width of Field for Retinal Fundus Photographs
2019 · Valentina Bellemo, Michelle Yuen Ting Yip, et al. · Lecture notes in computer science · 4
Artificial Intelligence for Teleophthalmology-Based Diabetic Retinopathy Screening in a National Program: A Modelledn Economic Analysis Study
2019 · Yuchen Xie, Quang D Nguyen, et al. · SSRN Electronic Journal · 3
Complex conjugate removal in optical coherence tomography using phase aware generative adversarial network
2025 · Valentina Bellemo, Richard Haindl, et al. · Journal of Biomedical Optics · 2
Effect of Image Compression and Number of Fields on a Deep Learning System for Detection of Diabetic Retinopathy
2019 · Michelle Yip, Gilbert Lim, et al. · Investigative Ophthalmology & Visual Science · 2
The Application of Deep Learning System to Screen for Diabetic Retinopathy in an Underprivileged African Population with Diabetes
2019 · Valentina Bellemo, Zhan Wei Lim, et al. · Investigative Ophthalmology & Visual Science · 2
Additive manufacturing for multimodal photoacoustic ophthalmoscopy
2023 · Richard Haindl, Valentina Bellemo, et al. · Photons Plus Ultrasound: Imaging and Sensing · 1
Comparison between choroidal thickness measurements from swept-source optical coherence tomography devices in highly myopic Chinese adults
2026 · Syna Sreng, Huanhuan Tan, et al. · British Journal of Ophthalmology
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Phase-corrected complex averaging improves signal-to-noise ratio for in vivo retinal imaging using optical coherence tomography
2026 · Valentina Bellemo, Huakun Li, et al. · APL Photonics
Supplementary Material
2026 · Bellemo, Valentina, Li, Huakun, et al. · AIP Publishing
Phase-corrected complex averaging improves signal-to-noise ratio for in vivo retinal imaging using optical coherence tomography
2026 · Ling, Tong, Liu, Xinyu, et al. · AIP Publishing
Enhanced choroidal thickness, total choroidal area and choroidal vascularity index from deep‐learning generated OCT images
2024 · Valentina Bellemo, Ankit Kumar, et al. · Acta Ophthalmologica
Novel deep learning approaches in optical coherence tomography imaging
2024 · Bellemo, Valentina
Multimodal imaging of the mouse eye using visible light photoacoustic ophthalmoscopy and near-infrared-II optical coherence tomography
2023 · Haindl, Richard, Bellemo, Valentina, et al. · arXiv (Cornell University)
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Works count: 28
Citation count: 1,158
H-index: 10
I10-index: 10
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