14 citations · 15 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 14 cited
Federated Uncertainty-Aware Learning for Distributed Hospital EHR Data
Sabri Boughorbel, Fethi Jarray, Neethu Venugopal +3
Recent works have shown that applying Machine Learning to Electronic Health Records (EHR) can strongly accelerate precision medicine. This requires developing models based on diver…
stat.ML2018★ 1 cited
Alternating Loss Correction for Preterm-Birth Prediction from EHR Data with Noisy Labels
Sabri Boughorbel, Fethi Jarray, Neethu Venugopal +1
In this paper we are interested in the prediction of preterm birth based on diagnosis codes from longitudinal EHR. We formulate the prediction problem as a supervised classificatio…