Raphael Poulain

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Clinical Decision Support

Vector Representation

Coronary Artery

Electronic Health Records

Top Venues

Publications

Raphael Poulain, Rahmatollah Beheshti
Graph Transformers on EHRs: Better Representation Improves Downstream Performance. ICLR (2024)
Mirza Farhan Bin Tarek, Raphael Poulain, Rahmatollah Beheshti
Fairness-Optimized Synthetic EHR Generation for Arbitrary Downstream Predictive Tasks. CoRR (2024)
Raphael Poulain, Hamed Fayyaz, Rahmatollah Beheshti
Bias patterns in the application of LLMs for clinical decision support: A comprehensive study. CoRR (2024)
Raphael Poulain, Mirza Farhan Bin Tarek, Rahmatollah Beheshti
Improving Fairness in AI Models on Electronic Health Records: The Case for Federated Learning Methods. CoRR (2023)
Raphael Poulain, Mirza Farhan Bin Tarek, Rahmatollah Beheshti
Improving Fairness in AI Models on Electronic Health Records: The Case for Federated Learning Methods. FAccT (2023)
Mehak Gupta, Brennan Gallamoza, Nicolas Cutrona, Pranjal Dhakal, Raphael Poulain, Rahmatollah Beheshti
An Extensive Data Processing Pipeline for MIMIC-IV. CoRR (2022)
Mehak Gupta, Raphael Poulain, Thao-Ly T. Phan, H. Timothy Bunnell, Rahmatollah Beheshti
Flexible-Window Predictions on Electronic Health Records. AAAI (2022)
Mehak Gupta, Brennan Gallamoza, Nicolas Cutrona, Pranjal Dhakal, Raphael Poulain, Rahmatollah Beheshti
An Extensive Data Processing Pipeline for MIMIC-IV. ML4H@NeurIPS (2022)
Raphael Poulain, Mehak Gupta, Rahmatollah Beheshti
Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records. MLHC (2022)
Raphael Poulain, Mehak Gupta, Randi E. Foraker, Rahmatollah Beheshti
Transformer-based Multi-target Regression on Electronic Health Records for Primordial Prevention of Cardiovascular Disease. BIBM (2021)