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Weill Cornell Medicine
Care
Discover
Teach
Home
Research
Lab Team
Publications
News
Resources
Contact Us
Home
Publications
Publications
Found 95 results
Author
Title
Type
Year
2023
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.
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.
Deng Y
,
Liu L
,
Jiang H
,
Peng Y
,
Wei Y
,
Zhou Z
,
Zhong Y
,
Zhao Y
,
Yang X
,
Yu J
et al.
. 2023.
Comparison of State-of-the-Art Neural Network Survival Models with the Pooled Cohort Equations for Cardiovascular Disease Risk Prediction.
.
BMC Med Res Methodol. 23(1):22.
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.
Sun Z
,
Ong H
,
Kennedy P
,
Tang L
,
Chen S
,
Elias J
,
Lucas E
,
Shih G
,
Peng Y
. 2023.
Evaluating GPT4 on Impressions Generation in Radiology Reports.
.
Radiology. 307(5):e231259.
Kang T
,
Sun Y
,
Kim JHyun
,
Ta C
,
Perotte A
,
Schiffer K
,
Wu M
,
Zhao Y
,
Moustafa-Fahmy N
,
Peng Y
et al.
. 2023.
EvidenceMap: a three-level knowledge representation for medical evidence computation and comprehension.
.
J Am Med Inform Assoc.
Armstrong M
,
Benda NC
,
Seier K
,
Rogers C
,
Ancker J
,
Stetson PD
,
Peng Y
,
Diamond L
. 2023.
Improving Cancer Care Communication: Identifying Sociodemographic Differences in Patient Portal Secure Messages Not Authored by the Patient.
.
Appl Clin Inform.
Wangyan T
,
Sun Q
,
Grizzard P
,
Liu J
,
Peng Y
. 2023.
A new deep learning framework to process Matrix-assisted Laser Desorption/Ionisation Mass Spectrometry Imaging (MALDI-MSI) data of Tissue Microarrays (TMAs).
.
AMIA Jt Summits Transl Sci Proc. 2023:554-561.
Wang S
,
Dang Y
,
Sun Z
,
Ding Y
,
Pathak J
,
Tao C
,
Xiao Y
,
Peng Y
. 2023.
An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives.
.
J Am Med Inform Assoc.
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.
Keloth VK
,
Banda JM
,
Gurley M
,
Heider PM
,
Kennedy G
,
Liu H
,
Liu F
,
Miller T
,
Natarajan K
,
Patterson OV
et al.
. 2023.
Representing and Utilizing Clinical Textual Data for Real World Studies: An OHDSI Approach.
.
J Biomed Inform. :104343.
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.
Mathai TSudharshan
,
Lee S
,
Elton DC
,
Shen TC
,
Peng Y
,
Lu Z
,
Summers RM
. 2022.
Lymph node detection in T2 MRI with transformers
.
SPIE Medical Imaging. :120333B.
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.
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