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Considerations for the Use of Machine Learning Extracted Real-World Data to Support Evidence Generation: A Research-Centric Evaluation Framework

SIMPLE SUMMARY: Many patient clinical characteristics, such as diagnosis dates, biomarker status, and therapies received, are only available as unstructured text in electronic health records. Obtaining this information for research purposes is a difficult and costly process, requiring trained clinic...

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Detalles Bibliográficos
Autores principales: Estevez, Melissa, Benedum, Corey M., Jiang, Chengsheng, Cohen, Aaron B., Phadke, Sharang, Sarkar, Somnath, Bozkurt, Selen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9264846/
https://www.ncbi.nlm.nih.gov/pubmed/35804834
http://dx.doi.org/10.3390/cancers14133063