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Ruben Hemelings

Singapore National Eye Centre and Singapore Eye Research Institute

5H-index
18Paper Count
336Citation Count
Published Papers 12
Publication Date
Addressing Glaucoma Structure-Function Relationship: A Multi-Task Learning Framework With Multi-Modal and Unpaired Data
err2025-08-25
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PREAI
errXuming An; Jacqueline Chua; Yujin Wang; Ruben Hemelings; Rahat Husain; Rachel Chong; Tina Wong; Tin Aung; Damon Wong; Chen Zhang; Leopold Schmetterer
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External testing of an established glaucoma screening AI on a glaucoma clinic population from Finland
err2024-01-18
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errOAAI
errHemelings, Ruben; Schmetterer, Leopold; Stalmans, Ingeborg; Tuulonen, Anja
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Deep learning on fundus images detects glaucoma beyond the optic disc (vol 11, 20313, 2021)
err2023-12-05
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errOAAI
errHemelings, Ruben; Elen, Bart; Barbosa-Breda, Joao; Blaschko, Matthew B.; De Boever, Patrick; Stalmans, Ingeborg
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Artificial intelligence for glaucoma: state of the art and future perspectives
err2023-11-29
err1
PREAI
errCorreia Barao, Rafael; Hemelings, Ruben; Abegao Pinto, Luis; Pazos, Marta; Stalmans, Ingeborg
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A prototype protocol for evaluating the real-world data set using a structured electronic health record in glaucoma
err2023-09-27
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errOAAI
errSulonen, Sakari; Leinonen, Sanna; Lehtonen, Eemil; Hujanen, Pekko; Vaajanen, Anu; Syvanen, Ulla; Hemelings, Ruben; Stalmans, Ingeborg; Tuulonen, Anja; Uusitalo-Jarvinen, Hannele
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A generalizable deep learning regression model for automated glaucoma screening from fundus images
err2023-06-13
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errOAAI
errHemelings, Ruben; Elen, Bart; Schuster, Alexander K.; Blaschko, Matthew B.; Barbosa-Breda, Joao; Hujanen, Pekko; Junglas, Annika; Nickels, Stefan; White, Andrew; Pfeiffer, Norbert; Mitchell, Paul; De Boever, Patrick; Tuulonen, Anja; Stalmans, Ingeborg
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On a quest for solutions
err2022-12-20
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PREAI
errHemelings, Ruben
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Pathological myopia classification with simultaneous lesion segmentation using deep learning
err2021-02-01
err44
errOAAI
errHemelings, Ruben; Elen, Bart; Blaschko, Matthew B.; Jacob, Julie; Stalmans, Ingeborg; De Boever, Patrick
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Artery-vein segmentation in fundus images using a fully convolutional network
err2019-09-01
err75
errOAAI
errHemelings, Ruben; Elend, Bart; Stalmans, Ingeborg; Van Keer, Karel; De Boever, Patrick; Blaschko, Matthew B.
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Accurate prediction of glaucoma from colour fundus images with a convolutional neural network that relies on active and transfer learning
err2019-07-25
err73
errOAAI
errHemelings, Ruben; Elen, Bart; Barbosa-Breda, Joao; Lemmens, Sophie; Meire, Maarten; Pourjavan, Sayeh; Vandewalle, Evelien; Van de Veire, Sara; Blaschko, Matthew B.; De Boever, Patrick; Stalmans, Ingeborg
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