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Using Natural Language Processing and Machine Learning to Preoperatively Predict Lymph Node Metastasis for Non–Small Cell Lung Cancer With Electronic Medical Records: Development and Validation Study

BACKGROUND: Lymph node metastasis (LNM) is critical for treatment decision making of patients with resectable non–small cell lung cancer, but it is difficult to precisely diagnose preoperatively. Electronic medical records (EMRs) contain a large volume of valuable information about LNM, but some key...

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Detalles Bibliográficos
Autores principales: Hu, Danqing, Li, Shaolei, Zhang, Huanyao, Wu, Nan, Lu, Xudong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9086872/
https://www.ncbi.nlm.nih.gov/pubmed/35468085
http://dx.doi.org/10.2196/35475