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

Yang, Ting-Ya; Chien, Tsair-Wei; Lai, Feng-Jie

Yang, Ting-Ya; Chien, Tsair-Wei; Lai, Feng-Jie.

Affiliation

Yang TY; Department of Family Medicine, Chi Mei Medical Center, Tainan, Taiwan.
Chien TW; Department of Medical Research, Chi-Mei Medical Center, Tainan, Taiwan.
Lai FJ; Department of Dermatology, Chi-Mei Medical Center, Tainan, Taiwan.

JMIR Med Inform ; 10(3): e33006, 2022 Mar 09.

Article in En | MEDLINE | ID: mdl-35262505

Key words

Rasch partial credit model; computerized adaptive testing; k-nearest neighbors; logistic regression; mobile phone; naïve Bayes; receiver operating characteristic curve; skin cancer assessment

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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Observational_studies / Prognostic_studies / Risk_factors_studies Language: En Journal: JMIR Med Inform Year: 2022 Document type: Article Affiliation country: Taiwan Country of publication: Canada

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