David Restrepo - Profile and Journalist Details

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Total articles 703

• [2503.17339] Can AI expose tax loopholes? Towards a new generation of legal policy assistants

  By David Restrepo Verified| arxiv.org

  By David Restrepo Verified · arxiv.org

  Mar. 21, 2025

• A portable retina fundus photos dataset for clinical, demographic, and diabetic retinopathy prediction - Scientific Data

  By David Restrepo Verified, Luis Filipe Nakayama| Nature Verified AbstractThis paper introduces mBRSET, the first publicly available diabetic retinopathy retina dataset captured using handheld retinal cameras in real-life, high-burden scenarios, comprising 5,164 images from 1,291 patients of diverse backgrounds. This dataset addresses the lack of ophthalmological data in low- and middle-income countries (LMICs) by providing a cost-effective and accessible solution for ocular screening and management.

  By David Restrepo Verified, Luis Filipe Nakayama · Nature

  Feb. 21, 2025

• The TRIPOD-LLM reporting guideline for studies using large language models - Nature Medicine

  By Jack Gallifant, Saleem Ameen, Yindalon Aphinyanaphongs, Shan Chen, Giovanni E. Cacciamani, Roxana Daneshjou, Timothy Miller, David Restrepo Verified, Renato Umeton, Judy Wawira Gichoya, Gary Collins, Leo A. Celi, Lasse Hyldig Hansen| Nature Verified AbstractLarge language models (LLMs) are rapidly being adopted in healthcare, necessitating standardized reporting guidelines. We present transparent reporting of a multivariable model for individual prognosis or diagnosis (TRIPOD)-LLM, an extension of the TRIPOD + artificial intelligence statement, addressing the unique challenges of LLMs in biomedical applications. TRIPOD-LLM provides a comprehensive checklist of 19 main items and 50 subitems, covering key aspects from title to discussion.

  By Jack Gallifant, Saleem Ameen, Yindalon Aphinyanaphongs, Shan Chen, Giovanni E. Cacciamani, Roxana Daneshjou, Timothy Miller, David Restrepo Verified, Renato Umeton, Judy Wawira Gichoya, Gary Collins, Leo A. Celi, Lasse Hyldig Hansen · Nature

  Jan. 08, 2025

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