Integrating blockchain for data sharing and collaboration in mobile healthcare applications X Liang, J Zhao, S Shetty, J Liu, D Li 2017 IEEE 28th Annual International Symposium on Personal, Indoor, and …, 2017 | 784 | 2017 |
Precision medicine, AI, and the future of personalized health care KB Johnson, WQ Wei, D Weeraratne, ME Frisse, K Misulis, K Rhee, ... Clinical and Translational Science, 2020 | 609 | 2020 |
Mapping ICD-10 and ICD-10-CM Codes to Phecodes: Workflow Development and Initial Evaluation P Wu, A Gifford, X Meng, X Li, H Campbell, T Varley, J Zhao, R Carroll, ... JMIR Medical Informatics 7 (4), e14325, 2019 | 395* | 2019 |
Towards data assurance and resilience in iot using blockchain X Liang, J Zhao, S Shetty, D Li MILCOM 2017-2017 IEEE Military Communications Conference (MILCOM), 261-266, 2017 | 243 | 2017 |
Using Machine Learning from Longitudinal Data in Electronic Health Record and Genetic Data to Improve Cardiovascular Event Prediction J Zhao, QP Feng, P Wu, R Lupu, RA Wilke, QS Wells, J Denny, WQ Wei Scientific Reports 9 (1), 717, 2019 | 201 | 2019 |
Transfer learning for detecting unknown network attacks J Zhao, S Shetty, JW Pan, C Kamhoua, K Kwiat EURASIP Journal on Information Security 1, 2019 | 125 | 2019 |
Feature-based transfer learning for network security J Zhao, S Shetty, JW Pan MILCOM 2017-2017 IEEE Military Communications Conference (MILCOM), 17-22, 2017 | 76 | 2017 |
Towards decentralized accountability and self-sovereignty in healthcare systems X Liang, S Shetty, J Zhao, D Bowden, D Li, J Liu Information and Communications Security: 19th International Conference …, 2018 | 75 | 2018 |
Detecting time-evolving phenotypic topics via tensor factorization on electronic health records: Cardiovascular disease case study J Zhao, Y Zhang, DJ Schlueter, P Wu, VE Kerchberger, ST Rosenbloom, ... Journal of biomedical informatics 98, 103270, 2019 | 41 | 2019 |
PheMap: a multi-resource knowledge base for high-throughput phenotyping within electronic health records NS Zheng, QP Feng, VE Kerchberger, J Zhao, TL Edwards, NJ Cox, ... Journal of the American Medical Informatics Association 27 (11), 1675-1687, 2020 | 38 | 2020 |
Hoeffding Tree Algorithms for Anomaly Detection in Streaming Datasets: A Survey A Muallem, S Shetty, JW Pan, J Zhao, B Biswal Journal of Information Security 8 (04), 339, 2017 | 34 | 2017 |
Using topic modeling via non-negative matrix factorization to identify relationships between genetic variants and disease phenotypes: A case study of Lipoprotein (a)(LPA) J Zhao, QP Feng, P Wu, JL Warner, JC Denny, WQ Wei PloS one 14 (2), e0212112, 2019 | 32 | 2019 |
Treatment Time and In-Hospital Mortality Among Patients With ST-Segment Elevation Myocardial Infarction, 2018-2021 JAK Jollis JG, Granger CB, Zègre-Hemsey JK, Henry TD, Goyal A, Tamis-Holland ... JAMA, 2022 | 27 | 2022 |
A Reliable Data Provenance and Privacy Preservation Architecture for Business-Driven Cyber-Physical Systems Using Blockchain X Liang, S Shetty, DK Tosh, J Zhao, D Li, J Liu International Journal of Information Security and Privacy (IJISP) 12 (4), 68-81, 2018 | 17 | 2018 |
Evaluating and mitigating bias in machine learning models for cardiovascular disease prediction F Li, P Wu, HH Ong, JF Peterson, WQ Wei, J Zhao Journal of Biomedical Informatics 138, 104294, 2023 | 14 | 2023 |
DDIWAS: High-throughput electronic health record-based screening of drug-drug interactions P Wu, SD Nelson, J Zhao, CA Stone Jr, QP Feng, Q Chen, EA Larson, B Li, ... Journal of the American Medical Informatics Association 28 (7), 1421-1430, 2021 | 14 | 2021 |
ConceptWAS: A high-throughput method for early identification of COVID-19 presenting symptoms and characteristics from clinical notes J Zhao, ME Grabowska, VE Kerchberger, JC Smith, HN Eken, QP Feng, ... Journal of Biomedical Informatics 117, 103748, 2021 | 14 | 2021 |
BLOCKCHAIN BASED DECENTRALIZED ACCOUNTABILITY AND SELF SOVEREIGNTY IN HEALTHCARE SYSTEMS S Shetty, X Liang, D Bowden, J Zhao, L Zhang Business Transformation through Blockchain 2, 119-149, 2019 | 13 | 2019 |
IEEE 28th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC) IEEE; 2017 X Liang, J Zhao, S Shetty, J Liu, D Li Integrating blockchain for data sharing and collaboration in mobile …, 2017 | 12 | 2017 |
Towards data assurance and resilience in IoT using blockchain. MILCOM 2017‑2017 IEEE Military Communications Conference (MILCOM), 261–266 X Liang, J Zhao, S Shetty, D Li IEEE, 2017 | 11 | 2017 |