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Weill Cornell Medicine
Care
Discover
Teach
Home
Research
Lab Team
Publications
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Home
Publications
Publications
Found 12 results
Author
Title
Type
Year
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Author
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Lin, Mingquan
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2021
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.
Han Y
,
Chen C
,
Tang L
,
Lin M
,
Jaiswal A
,
Wang S
,
Tewfik A
,
Shih G
,
Ding Y
,
Peng Y
. 2021.
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays.
.
AMIA Annu Symp Proc. 2021:546-555.
2022
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.
Wang S
,
Lin M
,
Ghosal T
,
Ding Y
,
Peng Y
. 2022.
Knowledge Graph Applications in Medical Imaging Analysis: A Scoping Review.
.
Health Data Sci. 2022
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.
Wang S
,
Tang L
,
Lin M
,
Shih G
,
Ding Y
,
Peng Y
. 2022.
Prior Knowledge Enhances Radiology Report Generation.
.
AMIA Annu Symp Proc. 2022:486-495.
Wang S
,
Lin M
,
Ding Y
,
Shih G
,
Lu Z
,
Peng Y
. 2022.
Radiology Text Analysis System (RadText): Architecture and Evaluation.
.
IEEE Int Conf Healthc Inform. 2022:288-296.
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
2023
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.
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.