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Agreement Between Experts and an Untrained Crowd for Identifying Dermoscopic Features Using a Gamified App: Reader Feasibility Study

BACKGROUND: Dermoscopy is commonly used for the evaluation of pigmented lesions, but agreement between experts for identification of dermoscopic structures is known to be relatively poor. Expert labeling of medical data is a bottleneck in the development of machine learning (ML) tools, and crowdsour...

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Detalles Bibliográficos
Autores principales: Kentley, Jonathan, Weber, Jochen, Liopyris, Konstantinos, Braun, Ralph P, Marghoob, Ashfaq A, Quigley, Elizabeth A, Nelson, Kelly, Prentice, Kira, Duhaime, Erik, Halpern, Allan C, Rotemberg, Veronica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9892985/
https://www.ncbi.nlm.nih.gov/pubmed/36652282
http://dx.doi.org/10.2196/38412