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Ruben Hemelings

Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning
2019 · Ruben Hemelings, Bart Elen, et al. · Acta Ophthalmologica · 116
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Artery–vein segmentation in fundus images using a fully convolutional network
2019 · Ruben Hemelings, Bart Elen, et al. · Computerized Medical Imaging and Graphics · 114
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A generalizable deep learning regression model for automated glaucoma screening from fundus images
2023 · Ruben Hemelings, Bart Elen, et al. · npj Digital Medicine · 103
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Pathological myopia classification with simultaneous lesion segmentation using deep learning
2020 · Ruben Hemelings, Bart Elen, et al. · Computer Methods and Programs in Biomedicine · 75
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Pointwise Visual Field Estimation From Optical Coherence Tomography in Glaucoma Using Deep Learning
2022 · Ruben Hemelings, Bart Elen, et al. · Translational Vision Science & Technology · 41
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Artificial intelligence for glaucoma: state of the art and future perspectives
2023 · Rafael Correia Barão, Ruben Hemelings, et al. · Current Opinion in Ophthalmology · 17
A prototype protocol for evaluating the real‐world data set using a structured electronic health record in glaucoma
2023 · Sakari Sulonen, Sanna Leinonen, et al. · Acta Ophthalmologica · 4
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Artificial intelligence-based glaucoma screening in primary care: a cross-sectional study and economic viability analysis of an ongoing trial
2026 · Afonso Lima-Cabrita, Zahi Wehbi, et al. · The Lancet Primary Care · 3
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Convolutional neural network predicts visual field threshold values from optical coherence tomography scans
2021 · Hemelings, Ruben, Elen, Bart, et al. · Lirias · 3
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Update on the structure-function relationship in glaucoma
2026 · Damon Wong, Jacqueline Chua, et al. · Survey of Ophthalmology · 1
Deep learning in population-based screening for glaucoma
2026 · Joel Pitkänen, Ruben Hemelings, et al. · British Journal of Ophthalmology · 1
Addressing Glaucoma Structure-Function Relationship: A Multi-Task Learning Framework With Multi-Modal and Unpaired Data
2025 · Xuming An, Jacqueline Chua, et al. · IEEE Transactions on Medical Imaging · 1
Author Correction: Deep learning on fundus images detects glaucoma beyond the optic disc
2023 · Ruben Hemelings, Bart Elen, et al. · Scientific Reports · 1
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Prediction of structural glaucoma progression from baseline fundus photographs using deep learning: a retrospective multicentre study
2026 · Ruben Hemelings, Damon W Wong, et al. · The Lancet Digital Health
Monitoring glaucoma progression from Fundus photos using a deep learning‐based trend analysis
2025 · Ruben Hemelings, Damon Wong, et al. · Acta Ophthalmologica
External testing of an established glaucoma screening AI on a glaucoma clinic population from Finland
2024 · Ruben Hemelings, Leopold Schmetterer, et al. · Acta Ophthalmologica
On a quest for solutions
2022 · Ruben Hemelings · Acta Ophthalmologica
Artificial intelligence in glaucoma: Assisted diagnosis and risk assessment
2019 · Ruben Hemelings · Acta Ophthalmologica
Works count: 19
Citation count: 480
H-index: 6
I10-index: 6
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