Improved interpretable machine learning emergency department triage tool addressing class imbalance

CSJ Look, S Teixayavong, T Djärv, AFW Ho… - Digital …, 2024 - journals.sagepub.com
Objective The Score for Emergency Risk Prediction (SERP) is a novel mortality risk
prediction score which leverages machine learning in supporting triage decisions. In its …

[PDF][PDF] Integrating Shapley values into machine learning techniques for enhanced predictions of hospital admissions

G Feretzakis, A Sakagianni, A Anastasiou… - Applied …, 2024 - researchgate.net
(1) Background: Predictive modeling is becoming increasingly relevant in healthcare, aiding
in clinical decision making and improving patient outcomes. However, many of the most …

Advancing Emergency Department Triage Prediction With Machine Learning to Optimize Triage for Abdominal Pain Surgery Patients

C Chai, S Peng, R Zhang, C Li, Y Zhao - Surgical Innovation, 2024 - journals.sagepub.com
Background The development of emergency department (ED) triage systems remains
challenging in accurately differentiating patients with acute abdominal pain (AAP) who are …

ChatGPT's performance in the Specialist Health Practitioner exam for Hospital Emergency, responses from GPT-3.5 and GPT-4.0 to 150 multiple-choice questions

A García-Rudolph, D Sanchez-Pinsach… - European Journal of …, 2024 - journals.lww.com
ChatGPT, launched on 30 November 2022, is an artificial intelligence (AI) tool based on
generative language models. It provides immediate, relevant responses to user inquiries …

Redefining the role of emergency medicine in mass gatherings

M Stiers, PJ Van Asbroeck… - European Journal of …, 2024 - journals.lww.com
This viewpoint article aims to redefine the role of emergency medicine (EM) in the context of
mass gathering safety. We propose that EM should spearhead a scientifically grounded …

Multimodal Contrastive Learning for Drug Discovery/submitted by Philipp Seidl

P Seidl - 2024 - epub.jku.at
In pursuit of advancing global health, and resilience against evolving health threats like
pandemics and antimicrobial resistance, drug discovery remains imperative. Efficient drug …

The Scoring Model to Predict ICU Stay and Mortality After Emergency Admissions in Atrial Fibrillation: A Retrospective Study of 30,206 Patients

T Hong, X Liu, J Deng, H Li, M Sun, D Pan, Y Zhao… - 2024 - researchsquare.com
Background Atrial fibrillation (AF) imposes a significant burden on the emergency
department (ED); the rapid assessment on the conditions and subsequent interventions are …