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Web-Based Skin Cancer Assessment and Classification Using Machine Learning and Mobile Computerized Adaptive Testing in a Rasch Model: Development Study

BACKGROUND: Web-based computerized adaptive testing (CAT) implementation of the skin cancer (SC) risk scale could substantially reduce participant burden without compromising measurement precision. However, the CAT of SC classification has not been reported in academics thus far. OBJECTIVE: We aim t...

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Detalles Bibliográficos
Autores principales: Yang, Ting-Ya, Chien, Tsair-Wei, Lai, Feng-Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9282670/
https://www.ncbi.nlm.nih.gov/pubmed/35262505
http://dx.doi.org/10.2196/33006