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Weill Cornell Medicine
Care
Discover
Teach
Home
Research
Lab Team
Publications
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Contact Us
Home
Publications
Publications
Found 68 results
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Year
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Peng, Yifan
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2021
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.
He X
,
Zhang R
,
Alpert J
,
Zhou S
,
Adam TJ
,
Raisa A
,
Peng Y
,
Zhang H
,
Guo Y
,
Bian J
. 2021.
When text simplification is not enough: could a graph-based visualization facilitate consumers' comprehension of dietary supplement information?
JAMIA Open. 4(1):ooab026.
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.
Schmeelk S
,
Dogo MSamuel
,
Peng Y
,
Patra BGopal
. 2022.
Classifying Cyber-Risky Clinical Notes by Employing Natural Language Processing.
.
Proc Annu Hawaii Int Conf Syst Sci. 2022:4140-4146.
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.
Tang L
,
Kooragayalu S
,
Wang Y
,
Ding Y
,
Durrett G
,
Rousseau JF
,
Peng Y
. 2022.
EchoGen: A New Benchmark Study on Generating Conclusions from Echocardiogram Notes.
.
Proc Conf Assoc Comput Linguist Meet. 2022:359-368.
Moukheiber D
,
Mahindre S
,
Moukheiber L
,
Moukheiber M
,
Wang S
,
Ma C
,
Shih G
,
Peng Y
,
Gao M
. 2022.
Few-Shot Learning Geometric Ensemble for Multi-label Classification of Chest X-Rays.
.
Data Augment Label Imperfections (2022). 13567:112-122.
Wang S
,
Zhu Y
,
Lee S
,
Elton DC
,
Shen TC
,
Tang Y
,
Peng Y
,
Lu Z
,
Summers RM
. 2022.
Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images.
.
Med Image Anal. 77:102345.
Benda NC
,
Rogers C
,
Sharma M
,
Narain W
,
Diamond LC
,
Ancker J
,
Seier K
,
Stetson PD
,
Sulieman L
,
Armstrong M
et al.
. 2022.
Identifying Nonpatient Authors of Patient Portal Secure Messages in Oncology: A Proof-of-Concept Demonstration of Natural Language Processing Methods.
.
JCO Clin Cancer Inform. 6:e2200071.
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
Han Y
,
Chen C
,
Tewfik A
,
Glicksberg B
,
Ding Y
,
Peng Y
,
Wang Z
. 2022.
Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop.
.
IEEE Winter Conf Appl Comput Vis. 2022:1789-1798.
Holste G
,
Wang S
,
Jiang Z
,
Shen TC
,
Shih G
,
Summers RM
,
Peng Y
,
Wang Z
. 2022.
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.
.
Data Augment Label Imperfections (2022). 13567:22-32.
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.
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.
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.
Han Y
,
Holste G
,
Ding Y
,
Tewfik A
,
Peng Y
,
Wang Z
. 2022.
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays.
.
IEEE Trans Med Imaging. PP
Jaiswal A
,
Ashutosh K
,
Rousseau JF
,
Peng Y
,
Wang Z
,
Ding Y
. 2022.
RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging.
.
Proc IEEE Int Conf Data Min. 2022:981-986.
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
Han Z
,
Shen M
,
Liu H
,
Peng Y
. 2022.
Topical and emotional expressions regarding extreme weather disasters on social media: a comparison of posts from official media and the public.
.
Humanit Soc Sci Commun. 9(1):421.
Wang S
,
Tang L
,
Majety A
,
Rousseau JF
,
Shih G
,
Ding Y
,
Peng Y
. 2022.
Trustworthy assertion classification through prompting.
.
J Biomed Inform. 132:104139.
2023
Oniani D
,
Hilsman J
,
Peng Y
,
Poropatich RK
,
Pamplin JC
,
Legault GL
,
Wang Y
. 2023.
Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare.
.
NPJ Digit Med. 6(1):225.
Peng Y
,
Rousseau JF
,
Shortliffe EH
,
Weng C
. 2023.
AI-generated text may have a role in evidence-based medicine.
.
Nat Med.
Jaiswal A
,
Chen T
,
Rousseau JF
,
Peng Y
,
Ding Y
,
Wang Z
. 2023.
Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances.
.
IEEE Winter Conf Appl Comput Vis. 2023:4976-4985.
Patra BGopal
,
Sun Z
,
Cheng Z
,
Kumar PKasi Reddy
,
Altammami A
,
Liu Y
,
Joly R
,
Jedlicka C
,
Delgado D
,
Pathak J
et al.
. 2023.
Automated classification of lay health articles using natural language processing: a case study on pregnancy health and postpartum depression.
.
Front Psychiatry. 14:1258887.
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