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Juan (Wendy) Zhao
Juan (Wendy) Zhao
Other namesJuan Zhao
Director, Data Science at American Heart Association
Verified email at heart.org - Homepage
Title
Cited by
Cited by
Year
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
7592017
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
4772020
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
369*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
2322017
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
1912019
Transfer learning for detecting unknown network attacks
J Zhao, S Shetty, JW Pan, C Kamhoua, K Kwiat
EURASIP Journal on Information Security 1, 2019
1182019
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
742018
Feature-based transfer learning for network security
J Zhao, S Shetty, JW Pan
MILCOM 2017-2017 IEEE Military Communications Conference (MILCOM), 17-22, 2017
722017
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
402019
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
342020
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
332017
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
302019
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
212022
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
152018
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
142021
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
142019
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
132021
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
102017
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
92023
Bassa-ML—A Blockchain and Model Card Integrated Federated Learning Provenance Platform
E Bandara, S Shetty, A Rahman, R Mukkamala, J Zhao, X Liang
2022 IEEE 19th Annual Consumer Communications & Networking Conference (CCNC …, 2022
92022
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