Issa Sylla

Differential Privacy-enabled Federated Learning for Sensitive Health Data

Olivia Choudhury, Aris Gkoulalas-Divanis, Theodoros Salonidis et al. · arXiv (Cornell University) · 2019 · 172 citations · Full text

Computing, Biomedical Informatics, Health Informatics +17

Comparison of Methods to Reduce Bias From Clinical Prediction Models of Postpartum Depression

Yoonyoung Park, Jianying Hu, Moninder Singh et al. · JAMA Network Open · 2021 · 124 citations · Full text

Computing, Health Informatics, Maternal Health +17

Predicting Adverse Drug Reactions on Distributed Health Data using Federated Learning.

Olivia Choudhury, Yoonyoung Park, Theodoros Salonidis et al. · PubMed · 2019 · 75 citations · Full text

Computing, Data Science, Health Informatics +17

Auto-Generation of Smart Contracts from Domain-Specific Ontologies and Semantic Rules

Olivia Choudhury, Nolan Rudolph, Issa Sylla et al. · 2018 · 73 citations

Computing, Computer Science, Contracts +16

Enforcing Human Subject Regulations using Blockchain and Smart Contracts

Olivia Choudhury, Hillol Sarker, Nolan Rudolph et al. · Blockchain in Healthcare Today · 2018 · 70 citations · Full text

Computing, Health Informatics, Regulatory Policy +17