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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)...
Autores principales: | Bull, Neva J., Honan, Bridget, Spratt, Neil J., Quilty, Simon |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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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 |
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