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2023
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.
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)
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.
Varma JK
,
Zang C
,
Carton TW
,
Block JP
,
Khullar DJ
,
Zhang Y
,
Weiner MG
,
Rothman RL
,
Schenck EJ
,
Xu Z
et al.
. 2023.
Excess burden of respiratory and abdominal conditions following COVID-19 infections during the ancestral and Delta variant periods in the United States: An EHR-based cohort study from the RECOVER Program.
.
medRxiv.
Zhang Y
,
Hu H
,
Fokaidis V
,
V CLewis
,
Xu J
,
Zang C
,
Xu Z
,
Wang F
,
Koropsak M
,
Bian J
et al.
. 2023.
Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program.
.
Environ Adv. 11:100352.
Xu J
,
Zhang H
,
Zhang H
,
Bian J
,
Wang F
. 2023.
Machine learning enabled subgroup analysis with real-world data to inform clinical trial eligibility criteria design.
.
Sci Rep. 13(1):613.
Mehta B
,
Goodman S
,
DiCarlo E
,
Jannat-Khah D
,
J Gibbons AB
,
Otero M
,
Donlin L
,
Pannellini T
,
Robinson WH
,
Sculco P
et al.
. 2023.
Machine learning identification of thresholds to discriminate osteoarthritis and rheumatoid arthritis synovial inflammation.
.
Arthritis Res Ther. 25(1):31.
Adekkanattu P
,
Rasmussen LV
,
Pacheco JA
,
Kabariti J
,
Stone DJ
,
Yu Y
,
Jiang G
,
Luo Y
,
Brandt PS
,
Xu Z
et al.
. 2023.
Prediction of left ventricular ejection fraction changes in heart failure patients using machine learning and electronic health records: a multi-site study.
.
Sci Rep. 13(1):294.
Khullar D
,
Zhang Y
,
Zang C
,
Xu Z
,
Wang F
,
Weiner MG
,
Carton TW
,
Rothman RL
,
Block JP
,
Kaushal R
. 2023.
Racial/Ethnic Disparities in Post-acute Sequelae of SARS-CoV-2 Infection in New York: an EHR-Based Cohort Study from the RECOVER Program.
.
J Gen Intern Med. :1-10.
Zang C
,
Hou Y
,
Schenck E
,
Xu Z
,
Zhang Y
,
Xu J
,
Bian J
,
Morozyuk D
,
Khullar D
,
Nordvig A
et al.
. 2023.
Risk Factors and Predictive Modeling for Post-Acute Sequelae of SARS-CoV-2 Infection: Findings from EHR Cohorts of the RECOVER Initiative.
.
Res Sq.
Zhou M
,
Zhang H
,
Bai Z
,
Mann-Krzisnik D
,
Wang F
,
Li Y
. 2023.
Single-cell multi-omic topic embedding reveals cell-type-specific and COVID-19 severity-related immune signatures.
.
bioRxiv.
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.
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