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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.
B
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.
Su C
,
Hou Y
,
Zhou M
,
Rajendran S
,
Maasch JRMA
,
Abedi Z
,
Zhang H
,
Bai Z
,
Cuturrufo A
,
Guo W
et al.
. 2023.
Biomedical discovery through the integrative biomedical knowledge hub (iBKH).
.
iScience. 26(4):106460.
C
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.
Wang D
,
Fan F
,
Wu Z
,
Liu R
,
Wang F
,
Yu H
. 2023.
CTformer: convolution-free Token2Token dilated vision transformer for low-dose CT denoising.
.
Phys Med Biol. 68(6)
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.
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