Electronic Medical Records as Input to Predict Postoperative Immediate Remission of Cushing’s Disease: Application of Word Embedding

BACKGROUND: No existing machine learning (ML)-based models use free text from electronic medical records (EMR) as input to predict immediate remission (IR) of Cushing’s disease (CD) after transsphenoidal surgery. PURPOSE: The aim of the present study is to develop an ML-based model that uses EMR tha...

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Detalles Bibliográficos
Autores principales: Zhang, Wentai, Li, Dongfang, Feng, Ming, Hu, Baotian, Fan, Yanghua, Chen, Qingcai, Wang, Renzhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8548651/
https://www.ncbi.nlm.nih.gov/pubmed/34722308
http://dx.doi.org/10.3389/fonc.2021.754882

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8548651/
https://www.ncbi.nlm.nih.gov/pubmed/34722308
http://dx.doi.org/10.3389/fonc.2021.754882

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