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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Veröffentlicht in:Expert systems with applications. - 1999. - 214(2023) vom: 15. März
1. Verfasser: Fernandes, Marta B (VerfasserIn)
Weitere Verfasser: 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
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:Expert systems with applications
Schlagworte:Journal Article Coronavirus Glasgow outcome scale Intensive care unit Machine learning Modified Rankin Scale Natural language processing