GEBI

GEBI: Global Explanations for Bias Identification. Open source code for discovering bias in data ...

friends-and-family-test-analysis

Interactive Streamlit app to make sense of FFT Feedback - for a responsive Primary Care Service

reproducibility-mimic

Evaluating the reproducibility of mortality prediction studies in the MIMIC-III database

sepsis3-mimic

Evaluation of the Sepsis-3 guidelines in MIMIC-III

InterpretableMachineLearning2021

Lecture notes for 'Interpretable Machine Learning' at UoW. Summer semester 2020/2021

interpretability

Interpretability Techniques to Build Robust AI Applications

mimic-analysis-template

A template for conducting an analysis in the MIMIC clinical databases

icu-model-transfer

Evaluating methods to improve model transfer for intensive care unit models

salary-bias

just another dangerous situation

challenge2012

Python code parsing data from PhysioNet Challenge 2012

mortality-prediction

Real time mortality prediction in the MIMIC-III database

medml-workshops

Medical data processing and ML workshops

InOut-6.0

audio-embedding-bias

Notebooks to investigate data set bias in audio embeddings

mimic-iv-aline-study

Replication of the arterial line study in MIMIC-IV