Work

It Is Time to Move Beyond Task-Specific Critical Care Prediction Models and Prioritize a Foundation Model Built on Continuous Physiological Data

Year: 2026

Type: article

Source: Critical Care Medicine

DOI: 10.1097/ccm.0000000000007019

Authors: Sivasubramanium V. Bhavani, Xiao Hu

Institution: Emory University

Language: English

Topic: Machine Learning in Healthcare

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: green

Funders: National Institutes of Health, National Heart, Lung, and Blood Institute, National Institute of General Medical Sciences

Awards: Development and Validation of Correction Equations to Enhance Quality of Infrared Technology, Identification of Precision Sepsis Subphenotypes Using Vital Sign Trajectories

OpenAlex ID: W7124273542

FWCI: 6.726

Cites: 13

Cited by: 2

Related to: 10