HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data 2111.08536 2021-11-16 이 페이지의 평가 6건 MAE: 56.9±0.4
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration 2102.04110 2021-02-08 이 페이지의 평가 3건 AUROC: 72.53
MIMIC-Extract: A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III 1907.08322 2019-07-19 이 페이지의 평가 3건 Accuracy (LOS>3 Days): 69.5%Accuracy (LOS>7 Days): 92.3
Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions 2203.12616 2022-03-23 이 페이지의 평가 2건 Accuracy (LOS>3 Days): 71.4%