Utilizing Natural Language Processing of Narrative Feedback to Develop a Predictive Model of Pre-Clerkship Performance: Lessons Learned

Author:

Maimone ChristinaORCID,Dolan Brigid M.ORCID,Green Marianne M.ORCID,Sanguino Sandra M.ORCID,Garcia Patricia M.ORCID,O’Brien Celia LairdORCID

Publisher

Ubiquity Press, Ltd.

Subject

Education

Reference19 articles.

1. Learning analytics in medical education assessment: the past, the present, and the future;AEM Educ Train,2018

2. Competence committees: The steep climb from concept to implementation;Med Educ,2021

3. Natural language processing to estimate clinical competency committee ratings;J Surg Educ,2021

4. Harnessing natural language processing to support decisions around workplace-based assessment: Machine learning study of competency-based medical education;JMIR Med Educ,2022

5. Automated assessment of medical training evaluation text;AMIA Annu Symp Proc,2013

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