fansor's repositories
MGP-AttTCN
MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis
Language:PythonMIT000
MGP-RNN
A TensorFlow implementation of "Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier", ICML 2017.
Language:Python000
mgp-tcn
Sepsis Prediction on MIMIC
Language:PythonBSD-3-Clause000
mimic-lstm
This is a complete preprocessing, model training, and figure generation repo for "An attention based deep learning model of clinical events in the intensive care unit"
Language:Jupyter NotebookMIT000
shockalert-documented
Data-driven discovery of a novel sepsis pre-shock state predicts impending septic shock in the ICU
Language:HTMLMIT000
sosw
Serverless Orchestrator of Serverless Workers for AWS - Worker
Language:PythonNOASSERTION000