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A method for rapid machine learning development for data mining with doctor-in-the-loop

Classifying free-text from historical databases into research-compatible formats is a barrier for clinicians undertaking audit and research projects. The aim of this study was to (a) develop interactive active machine-learning model training methodology using readily available software that was (b)...

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Detalles Bibliográficos
Autores principales: Bull, Neva J., Honan, Bridget, Spratt, Neil J., Quilty, Simon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10171605/
https://www.ncbi.nlm.nih.gov/pubmed/37163511
http://dx.doi.org/10.1371/journal.pone.0284965