Differential privacy-enabled federated learning for sensitive health data O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... NeurIPS Machine Learning for Health (ML4H), 2019 | 222 | 2019 |
Monitoring data sharing and privacy policy compliance Y Park, I Sylla, P Karampourniotis, O Choudhury, DM Gruen, A Das US Patent App. 16/571,303, 2021 | 93 | 2021 |
Auto-Generation of Smart Contracts from Domain-Specific Ontologies and Semantic Rules O Choudhury, N Rudolph, I Sylla, N Fairoza, A Das IEEE Blockchain, 2018 | 89 | 2018 |
Predicting adverse drug reactions on distributed health data using federated learning O Choudhury, Y Park, T Salonidis, A Gkoulalas-Divanis, I Sylla AMIA Annual symposium proceedings 2019, 313, 2019 | 85 | 2019 |
Best practices for the interpretation and reporting of clinical whole genome sequencing CA Austin-Tse, V Jobanputra, DL Perry, D Bick, RJ Taft, E Venner, ... Nature Genomic Medicine 7 (1), 27, 2022 | 68 | 2022 |
Enforcing human subject regulations using blockchain and smart contracts O Choudhury, H Sarker, N Rudolph, M Foreman, N Fay, M Dhuliawala, ... Blockchain in healthcare Today, 2018 | 68 | 2018 |
Anonymizing data for privacy-preserving federated learning O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... arXiv preprint arXiv:2002.09096, 2020 | 56 | 2020 |
IOTA: feeless and free S Popov, Q Lu, C Wang, O Choudhury IEEE Blockchain Technical Briefs, 2019 | 52 | 2019 |
A blockchain framework for managing and monitoring data in multi-site clinical trials O Choudhury, N Fairoza, I Sylla, A Das arXiv preprint arXiv:1902.03975, 2019 | 44 | 2019 |
High-quality genetic mapping with ddRADseq in the non-model tree Quercus rubra A Konar, O Choudhury, R Bullis, L Fiedler, JM Kruser, MT Stephens, ... BMC genomics 18, 1-12, 2017 | 38 | 2017 |
Combining static and dynamic storage management for data intensive scientific workflows N Hazekamp, N Kremer-Herman, B Tovar, H Meng, O Choudhury, ... IEEE Transactions on Parallel and Distributed Systems 29 (2), 338-350, 2017 | 27 | 2017 |
Federated benchmarking of medical artificial intelligence with MedPerf A Karargyris, R Umeton, MJ Sheller, A Aristizabal, J George, A Wuest, ... Nature Machine Intelligence 5 (7), 799-810, 2023 | 26 | 2023 |
HECIL: A Hybrid Error Correction Algorithm for Long Reads with Iterative Learning O Choudhury, A Chakrabarty, S Emrich Nature Scientific Reports, 2018 | 23 | 2018 |
Differential privacy-enabled federated learning for sensitive health data. arXiv O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... arXiv preprint arXiv:1910.02578, 2019 | 19 | 2019 |
Anonymizing data for preserving privacy during use for federated machine learning O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla US Patent 11,188,791, 2021 | 17 | 2021 |
A Syntactic Approach for Privacy-Preserving Federated Learning O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... 24th European Conference on Artificial Intelligence - ECAI 2020, 2020 | 16 | 2020 |
ASTRAEA: A decentralized blockchain oracle R Berryhill, A Veneris, M Atiquzzaman, C Wang, O Choudhury IEEE Blockchain Technical Briefs, 2019 | 16 | 2019 |
Enforcing human subject regulations using blockchain and smart contracts. Blockchain Healthc Today. 2018 O Choudhury, H Sarker, N Rudolph, M Foreman, N Fay, M Dhuliawala, ... | 15 | 2018 |
Differential privacy-enabled federated learning for sensitive health data. arXiv 2019 O Choudhury, A Gkoulalas-Divanis, T Salonidis, I Sylla, Y Park, G Hsu, ... arXiv preprint arXiv:1910.02578, 2019 | 14 | 2019 |
Why model-driven engineering fits the needs for blockchain application development Q Lu, I Weber, M Staples, J Xiao, C Wang, O Choudhury IEEE Blockchain Technical Briefs, 2018 | 14 | 2018 |