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Deep Learning for Predictive Analysis of Pediatric Otolaryngology Personal Statements: A Pilot Study
Autor:
Yeshwant Reddy Chillakuru, Diego A. Preciado, Jeremy Cha, Hannah Mann, Hengameh K. Behzadpour, Alexandra Genevieve Espinel
Publikováno v:
Otolaryngology–Head and Neck Surgery. 167:877-884
The personal statement is often an underutilized aspect of pediatric otolaryngology fellowship applications. In this pilot study, we use deep learning language models to cluster personal statements and elucidate their relationship to applicant rank p