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Raphael Poulain
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 7
Top Topics
Processing Pipeline
Electronic Health Records
Coronary Artery
Multi Target
Top Venues
CoRR
MLHC
FAccT
ML4H@NeurIPS
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Publications
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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)