MySurgeryRisk Models
Annals of surgery
MySurgeryRisk: Development and Validation of a Machine-learning Risk Algorithm for Major Complications and Death After Surgery
Jama network open
Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform
Apricot-M Models
Nature communications
Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling
MendAKI Models
Surgery
A deep learning–based dynamic model for predicting acute kidney injury risk severity in postoperative patients
Scientific Reports
Clinical courses of acute kidney injury in hospitalized patients: a multistate analysis
DeLLiriuM Models
scientific reports
A large language model for delirium prediction in the intensive care unit using structured electronic health records
DeepSOFA Models
scientific reports
DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning
Mango Models
arxiv preprint
MANGO: Multimodal Acuity traNsformer for intelliGent ICU Outcomes
