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2022
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.
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.
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.
Min JYoung, Williams N, Simmons W, Banerjee S, Wang F, Zhang Y, Reese AB, Mushlin AI, Flory JH.  2022.  Baseline haemoglobin A1c and the risk of COVID-19 hospitalization among patients with diabetes in the INSIGHT Clinical Research Network.. Diabet Med. 39(5):e14815.
Adler DA, Wang F, Mohr DC, Estrin D, Livesey C, Choudhury T.  2022.  A call for open data to develop mental health digital biomarkers.. BJPsych Open. 8(2):e58.
Tripathi S, Malhotra A, Qazi M, Chou J, Wang F, Barkan S, Hellmers N, Henchcliffe C, Sarva H.  2022.  Clinical Review of Smartphone Applications in Parkinson's Disease.. Neurologist. 27(4):183-193.
Yuan Z, Zhao Z, Sun H, Li J, Wang F, Yu S.  2022.  CODER: Knowledge-infused cross-lingual medical term embedding for term normalization.. J Biomed Inform. 126:103983.
Konnaris MA, Brendel M, Fontana MAlan, Otero M, Ivashkiv LB, Wang F, Bell RD.  2022.  Computational pathology for musculoskeletal conditions using machine learning: advances, trends, and challenges.. Arthritis Res Ther. 24(1):68.
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.
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.
Liu J, Westblade LF, Wang F, Chadburn A, Fideli R, Craney A, Rand S, Cushing MM, Meng J, Zhao Z et al..  2022.  Distinct Laboratory Test Result Profiles Between SARS-CoV-2 and Seasonable Influenza Infected Patients.. Ann Clin Lab Sci. 52(6):871-879.
Guo Y, Bian J, Wang F.  2022.  Editorial: Measuring and Analysing Social Determinants of Health in the Era of Big Data.. Front Public Health. 10:902942.
Honarvar H, Agarwal C, Somani S, Vaid A, Lampert J, Wanyan T, Reddy VY, Nadkarni GN, Miotto R, Zitnik M et al..  2022.  Enhancing convolutional neural network predictions of electrocardiograms with left ventricular dysfunction using a novel sub-waveform representation.. Cardiovasc Digit Health J. 3(5):220-231.
Alfonso D, Cabrera LY, Sidiropoulos C, Wang F, Sarva H.  2022.  How Parkinson's patients in the USA perceive deep brain stimulation in the 21st century: Results of a nationwide survey.. J Clin Neurosci. 95:20-26.
Xu W, Su C, Li Y, Rogers S, Wang F, Chen K, Aseltine R.  2022.  Improving suicide risk prediction via targeted data fusion: proof of concept using medical claims data.. J Am Med Inform Assoc. 29(3):500-511.
Guo Y, Bian J, Chen A, Wang F, Posgai AL, Schatz DA, Shenkman EA, Atkinson MA.  2022.  Incidence Trends of New-Onset Diabetes in Children and Adolescents Before and During the COVID-19 Pandemic: Findings From Florida.. Diabetes. 71(12):2702-2706.
Xu J, Mao C, Hou Y, Luo Y, Binder JL, Zhou Y, Bekris LM, Shin J, Hu M, Wang F et al..  2022.  Interpretable deep learning translation of GWAS and multi-omics findings to identify pathobiology and drug repurposing in Alzheimer's disease.. Cell Rep. 41(9):111717.
Adler DA, Wang F, Mohr DC, Choudhury T.  2022.  Machine learning for passive mental health symptom prediction: Generalization across different longitudinal mobile sensing studies.. PLoS One. 17(4):e0266516.
Li Y, Brendel M, Wu N, Ge W, Zhang H, Rietschel P, Quek RGW, Pouliot J-F, Wang F, Harnett J.  2022.  Machine learning models for identifying predictors of clinical outcomes with first-line immune checkpoint inhibitor therapy in advanced non-small cell lung cancer.. Sci Rep. 12(1):17670.
Tummalapalli SLekha, Cukor D, Bohmart A, Levine DM, Parker TS, Liu F, Perlman A, Srivatana V, Turchioe MReading, Ibrahim SA et al..  2022.  A Mobile Health-Based Survey to Assess COVID-19 Vaccine Intent and Uptake Among Patients on Dialysis.. Kidney Int Rep. 7(3):633-637.
Kline A, Wang H, Li Y, Dennis S, Hutch M, Xu Z, Wang F, Cheng F, Luo Y.  2022.  Multimodal machine learning in precision health: A scoping review.. NPJ Digit Med. 5(1):171.