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RoBERTa-Assisted Outcome Prediction in Ovarian Cancer Cytoreductive Surgery Using Operative Notes

INTRODUCTION: Contemporary efforts to predict surgical outcomes focus on the associations between traditional discrete surgical risk factors. We aimed to determine whether natural language processing (NLP) of unstructured operative notes improves the prediction of residual disease in women with adva...

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Detalles Bibliográficos
Autores principales: Laios, Alexandros, Kalampokis, Evangelos, Mamalis, Marios Evangelos, Tarabanis, Constantine, Nugent, David, Thangavelu, Amudha, Theophilou, Georgios, De Jong, Diederick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10624075/
https://www.ncbi.nlm.nih.gov/pubmed/37915208
http://dx.doi.org/10.1177/10732748231209892