GitHub

A Python tool that audits ML models for demographic bias using fairness metrics (TPR, FPR, PPR) on the Adult Income dataset.

A Python-based tool that audits machine learning models for demographic bias by computing fairness metrics across population subgroups. Built as a senior capstone project at Marian University. This ...
IEEE

Promoting Equity: Assessing Algorithmic Fairness in Machine Learning Approaches for Predicting Alzheimer's Disease

Abstract: Alzheimer's disease (AD) presents a significant challenge for older adults in marginalized communities. The application of machine learning (ML) techniques through predictive models holds ...
IEEE

‘Emerging proxies’ in information-rich machine learning: a threat to fairness?

Abstract: Anti-discrimination law in many jurisdictions effectively bans the use of race and gender in automated decision-making. For example, this law means that insurance companies should not ...
GitHub

Full-field ERG signal processing, machine learning classification, and clinical decision support API.

This repository accompanies the textbook "Hands-On Electroretinography in the Age of AI _A Practical Guide from Clinical Fundamentals to Intelligent Decision Support" (Apress/Springer-Nature, ...