Machine learning models for 180-day mortality prediction of patients with advanced cancer using patient-reported symptom data

PURPOSE: The objective of the current study was to develop and test the performances of different ML algorithms which were trained using patient-reported symptom severity data to predict mortality within 180 days for patients with advanced cancer. METHODS: We randomly selected 630 of 689 patients wi...

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Detalles Bibliográficos
Autores principales: Xu, Cai, Subbiah, Ishwaria M., Lu, Sheng-Chieh, Pfob, André, Sidey-Gibbons, Chris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9992030/
https://www.ncbi.nlm.nih.gov/pubmed/36308591
http://dx.doi.org/10.1007/s11136-022-03284-y

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9992030/
https://www.ncbi.nlm.nih.gov/pubmed/36308591
http://dx.doi.org/10.1007/s11136-022-03284-y

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