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Predicting the target specialty of referral notes to estimate per-specialty wait times with machine learning

BACKGROUND: Currently, in Canada, existing health administrative data and hospital-inputted portal systems are used to measure the wait times to receiving a procedure or therapy after a specialist visit. However, due to missing and inconsistent labelling, estimating the wait time prior to seeing a s...

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Detalles Bibliográficos
Autores principales: Abdalla, Mohamed, Lu, Hong, Pinzaru, Bogdan, Rudzicz, Frank, Jaakkimainen, Liisa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9098074/
https://www.ncbi.nlm.nih.gov/pubmed/35551279
http://dx.doi.org/10.1371/journal.pone.0267964