A reinforcement learning model for AI-based decision support in skin cancer

We investigated whether human preferences hold the potential to improve diagnostic artificial intelligence (AI)-based decision support using skin cancer diagnosis as a use case. We utilized nonuniform rewards and penalties based on expert-generated tables, balancing the benefits and harms of various...

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Detalles Bibliográficos
Autores principales: Barata, Catarina, Rotemberg, Veronica, Codella, Noel C. F., Tschandl, Philipp, Rinner, Christoph, Akay, Bengu Nisa, Apalla, Zoe, Argenziano, Giuseppe, Halpern, Allan, Lallas, Aimilios, Longo, Caterina, Malvehy, Josep, Puig, Susana, Rosendahl, Cliff, Soyer, H. Peter, Zalaudek, Iris, Kittler, Harald
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2023
Materias:
Brief Communication
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10427421/
https://www.ncbi.nlm.nih.gov/pubmed/37501017
http://dx.doi.org/10.1038/s41591-023-02475-5

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