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Weill Cornell Medicine
Care
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Teach
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Research
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Publications
Publications
Found 9 results
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Chen, Qingyu
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Chen Q
,
Rankine A
,
Peng Y
,
Aghaarabi E
,
Lu Z
. 2021.
Benchmarking Effectiveness and Efficiency of Deep Learning Models for Semantic Textual Similarity in the Clinical Domain: Validation Study.
.
JMIR Med Inform. 9(12):e27386.
D
Keenan TDL
,
Chen Q
,
Peng Y
,
Domalpally A
,
Agrón E
,
Hwang CK
,
Thavikulwat AT
,
Lee DH
,
Li D
,
Wong WT
et al.
. 2020.
Deep Learning Automated Detection of Reticular Pseudodrusen from Fundus Autofluorescence Images or Color Fundus Photographs in AREDS2
.
Ophthalmology.
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.
M
Du J
,
Chen Q
,
Peng Y
,
Xiang Y
,
Tao C
,
Lu Z
. 2019.
ML-Net: multi-label classification of biomedical texts with deep neural networks
.
J Am Med Inform Assoc. 26(11):1279-1285.
Chen Q
,
Keenan TDL
,
Allot A
,
Peng Y
,
Agrón E
,
Domalpally A
,
Klaver CCW
,
Luttikhuizen DT
,
Colyer MH
,
Cukras CA
et al.
. 2021.
Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration.
.
J Am Med Inform Assoc.
Chen Q
,
Peng Y
,
Keenan T
,
Dharssi S
,
N EAgro
,
Wong WT
,
Chew EY
,
Lu Z
. 2019.
A multi-task deep learning model for the classification of Age-related Macular Degeneration
.
AMIA Jt Summits Transl Sci Proc. 2019:505-514.
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.
P
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.
Peng Y
,
Keenan TD
,
Chen Q
,
Agrón E
,
Allot A
,
Wong WT
,
Chew EY
,
Lu Z
. 2020.
Predicting risk of late age-related macular degeneration using deep learning
.
NPJ Digit Med. 3:111.