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Weill Cornell Medicine
Care
Discover
Teach
Home
Research
Lab Team
Publications
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Home
Publications
Publications
Found 13 results
Author
Title
Type
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Wang, Fei
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Conference Proceedings
Ghahramani GC
,
Brendel M
,
Chen Q
,
Keenan TD
,
Chen K
,
Chew EY
,
Lu Z
,
Peng Y
,
Wang F
. 2021.
Deep learning survival analysis on the progression to late AMD in the Age-Related Eye Disease Study
.
Investigative Ophthalmology & Visual Science.
Journal Article
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.
Xu J
,
Wang F
,
Zang C
,
Zhang H
,
Niotis K
,
Liberman AL
,
Stonnington CM
,
Ishii M
,
Adekkanattu P
,
Luo Y
et al.
. 2023.
Comparing the effects of four common drug classes on the progression of mild cognitive impairment to dementia using electronic health records.
.
Sci Rep. 13(1):8102.
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.
Lin M
,
Hou B
,
Mishra S
,
Yao T
,
Huo Y
,
Yang Q
,
Wang F
,
Shih G
,
Peng Y
. 2023.
Enhancing thoracic disease detection using chest X-rays from PubMed Central Open Access.
.
Comput Biol Med. 159:106962.
Lin M
,
Xiao Y
,
Hou B
,
Wanyan T
,
Sharma MManoj
,
Wang Z
,
Wang F
,
Van Tassel S
,
Peng Y
. 2023.
Evaluate underdiagnosis and overdiagnosis bias of deep learning model on primary open-angle glaucoma diagnosis in under-served populations.
.
AMIA Jt Summits Transl Sci Proc. 2023:370-377.
Lin M
,
Li T
,
Yang Y
,
Holste G
,
Ding Y
,
Van Tassel SH
,
Kovacs K
,
Shih G
,
Wang Z
,
Lu Z
et al.
. 2023.
Improving model fairness in image-based computer-aided diagnosis.
.
Nat Commun. 14(1):6261.
Lin M
,
Liu L
,
Gorden M
,
Kass M
,
Van Tassel S
,
Wang F
,
Peng Y
. 2022.
Multi-scale Multi-structure Siamese Network (MMSNet) for Primary Open-Angle Glaucoma Prediction.
.
Mach Learn Med Imaging. 13583:436-445.
Ghahramani G
,
Brendel M
,
Lin M
,
Chen Q
,
Keenan T
,
Chen K
,
Chew E
,
Lu Z
,
Peng Y
,
Wang F
. 2021.
Multi-task deep learning-based survival analysis on the prognosis of late AMD using the longitudinal data in AREDS.
.
AMIA Annu Symp Proc. 2021:506-515.
Lee J
,
Wanyan T
,
Chen Q
,
Keenan TDL
,
Glicksberg BS
,
Chew EY
,
Lu Z
,
Wang F
,
Peng Y
. 2022.
Predicting Age-related Macular Degeneration Progression with Longitudinal Fundus Images Using Deep Learning.
.
Mach Learn Med Imaging. 13583:11-20.
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.
Sun Z
,
Lin M
,
Zhu Q
,
Xie Q
,
Wang F
,
Lu Z
,
Peng Y
. 2023.
A scoping review on multimodal deep learning in biomedical images and texts.
.
J Biomed Inform. 146:104482.
Wanyan T
,
Lin M
,
Klang E
,
Menon KM
,
Gulamali FF
,
Azad A
,
Zhang Y
,
Ding Y
,
Wang Z
,
Wang F
et al.
. 2022.
Supervised Pretraining through Contrastive Categorical Positive Samplings to Improve COVID-19 Mortality Prediction.
.
ACM BCB. 2022