Concepedia

Traditional Machine Learning, Deep Learning, and BERT (Large Language Model) Approaches for Predicting Hospitalizations From Nurse Triage Notes: Comparative Evaluation of Resource Management

Dhavalkumar D. Patel, Prem Timsina, Larisa Gorenstein, Benjamin S. Glicksberg, Ganesh Raut, Satya Narayan Cheetirala, F Santana, Jules Tamegue, Arash Kia, Eyal Zimlichman,

JMIR AI · 2024 · 13 citations · 15 references

DOIFull text

Open access

Abstract

RR2-10.1101/2023.08.07.23293699.

References

15

AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2018 · 45.3K citations · Full text

Impact of delayed transfer of critically ill patients from the emergency department to the intensive care unit*

Donald B. Chalfin, Stephen Trzeciak, Antonios Likourezos et al. · Critical Care Medicine · 2007 · 1K citations

Publicly Available Clinical BERT Embeddings

Emily Alsentzer, John R. Murphy, Willie Boag et al. · arXiv (Cornell University) · 2019 · 718 citations · Full text

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Emergency department triage prediction of clinical outcomes using machine learning models

Yoshihiko Raita, Tadahiro Goto, Mohammad Kamal Faridi et al. · Critical Care · 2019 · 480 citations · Full text

A benchmark study of machine learning models for online fake news detection

Junaed Younus Khan, Md. Tawkat Islam Khondaker, Sadia Afroz et al. · Machine Learning with Applications · 2021 · 224 citations · Full text