Automated diagnosing primary open-angle glaucoma from fundus image by simulating human’s grading with deep learning
2022 · Scientific Reports · 39 citations
https://doi.org/10.1038/s41598-022-17753-4
M
Mingquan Lin
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Mingquan Lin is an academic researcher from Tan Kah Kee Innovation Laboratory. The author has contributed to research in topics: COVID-19 diagnosis using AI & Radiomics and Machine Learning in Medical Imaging & Machine Learning in Healthcare. The author has an h-index of 16, co-authored 71 publications.
ORCID: 0000-0003-0862-6588Papers by this author
worksHarnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling
2024 · npj Digital Medicine · 18 citations
https://doi.org/10.1038/s41746-024-01207-4
Primary Open-Angle Glaucoma Diagnosis from Optic Disc Photographs Using a Siamese Network
2022 · Ophthalmology Science · 15 citations
https://doi.org/10.1016/j.xops.2022.100209
Explainable differential diagnosis with dual-inference large language models
2025 · npj Health Systems · 7 citations
https://doi.org/10.1038/s44401-025-00015-6
Uncertainty-aware large language models for explainable disease diagnosis
2025 · npj Digital Medicine · 7 citations
https://doi.org/10.1038/s41746-025-02071-6
CXR-LT 2024: A MICCAI challenge on long-tailed, multi-label, and zero-shot disease classification from chest X-ray
2025 · Medical Image Analysis · 3 citations
https://doi.org/10.1016/j.media.2025.103739
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