Search Results for author: Hong Nguyen

Found 2 papers, 1 papers with code

ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization

1 code implementation29 Apr 2024 Hong Nguyen, Hoang Nguyen, Melinda Chang, Hieu Pham, Shrikanth Narayanan, Michael Pazzani

Understanding the severity of conditions shown in images in medical diagnosis is crucial, serving as a key guide for clinical assessment, treatment, as well as evaluating longitudinal progression.

Contrastive Learning Medical Diagnosis +1

Explainable Severity ranking via pairwise n-hidden comparison: a case study of glaucoma

no code implementations5 Dec 2023 Hong Nguyen, Cuong V. Nguyen, Shrikanth Narayanan, Benjamin Y. Xu, Michael Pazzani

Primary open-angle glaucoma (POAG) is a chronic and progressive optic nerve condition that results in an acquired loss of optic nerve fibers and potential blindness.

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