Perceptions of Data Set Experts on Important Characteristics of Health Data Sets Ready for Machine Learning: A Qualitative Study

IMPORTANCE: The lack of data quality frameworks to guide the development of artificial intelligence (AI)-ready data sets limits their usefulness for machine learning (ML) research in health care and hinders the diagnostic excellence of developed clinical AI applications for patient care. OBJECTIVE:...

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Detalles Bibliográficos
Autores principales: Ng, Madelena Y., Youssef, Alaa, Miner, Adam S., Sarellano, Daniela, Long, Jin, Larson, David B., Hernandez-Boussard, Tina, Langlotz, Curtis P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2023
Materias:
Original Investigation
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10692863/
https://www.ncbi.nlm.nih.gov/pubmed/38039004
http://dx.doi.org/10.1001/jamanetworkopen.2023.45892

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10692863/
https://www.ncbi.nlm.nih.gov/pubmed/38039004
http://dx.doi.org/10.1001/jamanetworkopen.2023.45892

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