Baseline to compare the performance of different models with sepsis data from MIMIC-III database
Single-file PyTorch pipeline for pathogen class prediction on MIMIC-III/IV EHR data. Hybrid Conv1D+BiLSTM+numeric model, streaming CSV ETL without pandas, ECE calibration, ROC/PR-AUC, and subgroup bias checks. Research and education only.
NYSDOH Sepsis Data Collection Data Processing Code
This work contains an algorithm for predicting neonatal sepsis using EMR data from Mbarara Regional Referral Hospital (MRRH). The proposed algorithm implements SVM, LR, KNN, NB, and DT.
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