General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History

Machine learning (ML) has recently shown promising results in medical predictions using electronic health records (EHRs). However, since ML models typically have a limited capability in terms of input sizes, selecting specific medical events from EHRs for use as input is necessary. This selection pr...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	arXiv.org 2024-07
Hauptverfasser:	Kim, Junu, Shim, Chaeeun, Bosco Seong Kyu Yang, Im, Chami, Sung Yoon Lim, Han-Gil, Jeong, Choi, Edward
Format:	Artikel
Sprache:	eng
Schlagworte:	Electronic health records Prediction models Retrieval
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!