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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.
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