Search Results for author: Raphael Poulain

Found 3 papers, 3 papers with code

Improving Fairness in AI Models on Electronic Health Records: The Case for Federated Learning Methods

1 code implementation19 May 2023 Raphael Poulain, Mirza Farhan Bin Tarek, Rahmatollah Beheshti

Developing AI tools that preserve fairness is of critical importance, specifically in high-stakes applications such as those in healthcare.

Fairness Federated Learning

An Extensive Data Processing Pipeline for MIMIC-IV

2 code implementations29 Apr 2022 Mehak Gupta, Brennan Gallamoza, Nicolas Cutrona, Pranjal Dhakal, Raphael Poulain, Rahmatollah Beheshti

An increasing amount of research is being devoted to applying machine learning methods to electronic health record (EHR) data for various clinical purposes.

Time Series Prediction

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