26 Evaluating AI models trained with varying amounts of expert feedback for chronic graft-versus-host disease skin assessment in photos of patients with diverse skin tones

26 Evaluating AI models trained with varying amounts of expert feedback for chronic graft-versus-host disease skin assessment in photos of patients with diverse skin tones

Objectives/Goals: Manual skin assessment in chronic graft-versus-host disease (cGVHD) can be time consuming and inconsistent (>20% affected area) even for experts. Building on previous work we explore methods to use unmarked photos to train artificial intelligence (AI) models, aiming to improve p...

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Main Authors: Andrew McNeil, Kelsey Parks, Michael Pogharian, Edward W Cowen, Julia Lehman, Stephanie J Lee, Steven Z Pavletic, Benoit M Dawant, Eric R Tkaczyk
Format: Article
Language:English
Published: Cambridge University Press 2025-04-01
Series:Journal of Clinical and Translational Science
Online Access:https://www.cambridge.org/core/product/identifier/S2059866124007179/type/journal_article
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https://www.cambridge.org/core/product/identifier/S2059866124007179/type/journal_article

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