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Natural Language Processing with Machine Learning to Predict Outcomes after Ovarian Cancer Surgery

OBJECTIVE: To determine if natural language processing (NLP) with machine learning of unstructured full text documents (a preoperative CT scan) improves the ability to predict postoperative complication and hospital readmission among women with ovarian cancer undergoing surgery when compared with di...

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Pubblicato in:Gynecol Oncol
Autori principali: Barber, Emma L., Garg, Ravi, Persenaire, Christianne, Simon, Melissa
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2020
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7779704/
https://ncbi.nlm.nih.gov/pubmed/33069375
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.ygyno.2020.10.004
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