Population Health Sciences

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A
Xu J, Xiao Y, Wang WHui, Ning Y, Shenkman EA, Bian J, Wang F.  2022.  Algorithmic fairness in computational medicine.. EBioMedicine. 84:104250.
Brendel M, Su C, Bai Z, Zhang H, Elemento O, Wang F.  2022.  Application of Deep Learning on Single-cell RNA Sequencing Data Analysis: A Review.. Genomics Proteomics Bioinformatics. 20(5):814-835.
Mehta B, Ho K, Ling V, Goodman S, Parks M, Ravi B, Banerjee S, Wang F, Ibrahim S, Cram P.  2022.  Are Income-based Differences in TKA Use and Outcomes Reduced in a Single-payer System? A Large-database Comparison of the United States and Canada. Clin Orthop Relat Res. 480(9):1636-1645.
Wang F, Casalino LPeter, Khullar D.  2019.  Artificial Intelligence Algorithms for Medical Prediction Should Be Nonproprietary and Readily Available-Reply.. JAMA Intern Med. 179(5):731-732.
Xu Z, Su C, Xiao Y, Wang F.  2022.  Artificial intelligence for COVID-19: battling the pandemic with computational intelligence.. Intell Med. 2(1):13-29.
Min JY, Simmons W, Banerjee S, Wang F, Williams N, Zhang Y, Reese AB, Mushlin AI, Flory JH.  2022.  Association between antidiabetic drug use and the risk of COVID-19 hospitalization in the INSIGHT Clinical Research Network in New York City.. Diabetes Obes Metab. 24(7):1402-1405.
Kim M-H, Banerjee S, Zhao Y, Wang F, Zhang Y, Zhu Y, DeFerio J, Evans L, Park SMin, Pathak J.  2018.  Association networks in a matched case-control design - Co-occurrence patterns of preexisting chronic medical conditions in patients with major depression versus their matched controls.. J Biomed Inform. 87:88-95.
Lin M, Hou B, Liu L, Gordon M, Kass M, Wang F, Van Tassel SH, Peng Y.  2022.  Automated diagnosing primary open-angle glaucoma from fundus image by simulating human's grading with deep learning.. Sci Rep. 12(1):14080.
Yan PZ, Wang F, Kwok N, Allen BB, Keros S, Grinspan Z.  2019.  Automated spectrographic seizure detection using convolutional neural networks.. Seizure. 71:124-131.
D
Rajendran S, Xu Z, Pan W, Ghosh A, Wang F.  2023.  Data heterogeneity in federated learning with Electronic Health Records: Case studies of risk prediction for acute kidney injury and sepsis diseases in critical care.. PLOS Digit Health. 2(3):e0000117.
Zang C, Zhang Y, Xu J, Bian J, Morozyuk D, Schenck EJ, Khullar D, Nordvig AS, Shenkman EA, Rothman RL et al..  2023.  Data-driven analysis to understand long COVID using electronic health records from the RECOVER initiative.. Nat Commun. 14(1):1948.
Zhang H, Zang C, Xu Z, Zhang Y, Xu J, Bian J, Morozyuk D, Khullar D, Zhang Y, Nordvig AS et al..  2023.  Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes.. Nat Med. 29(1):226-235.
Zhang X, Chou J, Liang J, Xiao C, Zhao Y, Sarva H, Henchcliffe C, Wang F.  2019.  Data-Driven Subtyping of Parkinson's Disease Using Longitudinal Clinical Records: A Cohort Study.. Sci Rep. 9(1):797.
Zeng X, Wang F, Luo Y, Kang S-G, Tang J, Lightstone FC, Fang EF, Cornell W, Nussinov R, Cheng F.  2022.  Deep generative molecular design reshapes drug discovery.. Cell Rep Med. 3(12):100794.
Wang F, Casalino LPeter, Khullar D.  2019.  Deep Learning in Medicine-Promise, Progress, and Challenges.. JAMA Intern Med. 179(3):293-294.
Su C, Xu Z, Pathak J, Wang F.  2020.  Deep learning in mental health outcome research: a scoping review.. Transl Psychiatry. 10(1):116.
Brandt PS, Pacheco JA, Adekkanattu P, Sholle ET, Abedian S, Stone DJ, Knaack DM, Xu J, Xu Z, Peng Y et al..  2022.  Design and validation of a FHIR-based EHR-driven phenotyping toolbox.. J Am Med Inform Assoc. 29(9):1449-1460.
Zang C, Goodman M, Zhu Z, Yang L, Yin Z, Tamas Z, Sharma VMohan, Wang F, Shao N.  2022.  Development of a screening algorithm for borderline personality disorder using electronic health records.. Sci Rep. 12(1):11976.