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Classification of neurologic outcomes from medical notes using natural language processing

Neurologic disability level at hospital discharge is an important outcome in many clinical research studies. Outside of clinical trials, neurologic outcomes must typically be extracted by labor intensive manual review of clinical notes in the electronic health record (EHR). To overcome this challeng...

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Detalles Bibliográficos
Autores principales: Fernandes, Marta B., Valizadeh, Navid, Alabsi, Haitham S., Quadri, Syed A., Tesh, Ryan A., Bucklin, Abigail A., Sun, Haoqi, Jain, Aayushee, Brenner, Laura N., Ye, Elissa, Ge, Wendong, Collens, Sarah I., Lin, Stacie, Das, Sudeshna, Robbins, Gregory K., Zafar, Sahar F., Mukerji, Shibani S., Westover, M. Brandon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9974159/
https://www.ncbi.nlm.nih.gov/pubmed/36865787
http://dx.doi.org/10.1016/j.eswa.2022.119171