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Weill Cornell Medicine
Care
Discover
Teach
Home
Research
Lab Team
Publications
News
Resources
Contact Us
Home
Publications
Publications
Found 104 results
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Title
Type
Year
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I
Islamaj R
,
Leaman R
,
Kim S
,
Kwon D
,
Wei C-H
,
Comeau DC
,
Peng Y
,
Cissel D
,
Coss C
,
Fisher C
et al.
. 2021.
NLM-Chem, a new resource for chemical entity recognition in PubMed full text literature.
.
Sci Data. 8(1):91.
J
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.
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.
Jaiswal A
,
Li T
,
Zander C
,
Han Y
,
Rousseau JF
,
Peng Y
,
Ding Y
. 2021.
SCALP - Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata
.
The IEEE International Conference on Data Mining (ICDM).
Jaiswal A
,
Tang L
,
Ghosh M
,
Rousseau J
,
Peng Y
,
Ding Y
. 2021.
RadBERT-CL: Factually-Aware Contrastive Learning for Radiology Report Classification
.
Machine Learning for Health (ML4H). :196-208.
Ji Z
,
Shaikh MAbuzar
,
Moukheiber D
,
Srihari SN
,
Peng Y
,
Gao M
. 2021.
Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment
.
International Workshop on Machine Learning in Medical Imaging.
Johnson AEW
,
Pollard TJ
,
Greenbaum NR
,
Lungren MP
,
Deng C-ying
,
Peng Y
,
Lu Z
,
Mark RG
,
Berkowitz SJ
,
Horng S
. 0.
MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs
.
K
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.
Karabulut MEfruz
,
Vijay-Shanker K.
,
Peng Y
. 2021.
CU-UD: text-mining drug and chemical-proteininteractions with ensembles of BERT-based models
.
BioCreative VII. :45-48.
Keenan TDL
,
Chen Q
,
Peng Y
,
Domalpally A
,
Agrón E
,
Hwang CK
,
Thavikulwat ATherese
,
Lee DHana
,
Li D
,
Wong WT
et al.
. 2020.
Deep learning automated detection of reticular pseudodrusen from fundus autofluorescence images and color fundus photographs in the Age-Related Eye Disease Study 2 (AREDS2)
.
Investigative Ophthalmology & Visual Science. 61:1644.
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.
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.
Kim S
,
Doğan RIslamaj
,
Chatr-Aryamontri A
,
Chang CS
,
Oughtred R
,
Rust J
,
Batista-Navarro R
,
Carter J
,
Ananiadou S
,
Matos S
et al.
. 2016.
BioCreative V BioC track overview: collaborative biocurator assistant task for BioGRID
.
Database (Oxford). 2016
L
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.
Lee HGi
,
Scholle E
,
Al'Aref S
,
Beecy A
,
Peng Y
. 2021.
Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality
.
NAACL.
Li G
,
Ross KE
,
Arighi CN
,
Peng Y
,
Wu CH
,
Vijay-Shanker K
. 2015.
miRTex: A Text Mining System for miRNA-Gene Relation Extraction
.
PLoS Comput Biol. 11(9):e1004391.
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.
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.
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
,
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.
Liu H
,
Peng Y
,
Weng C
. 2023.
How Good Is ChatGPT for Medication Evidence Synthesis?
Stud Health Technol Inform. 302:1062-1066.
M
Mathai TSudharshan
,
Lee S
,
Elton DC
,
Shen TC
,
Peng Y
,
Lu Z
,
Summers RM
. 2021.
Detection of lymph nodes in T2 MRI using neural network ensembles
.
Learning in Medical Imaging (MLMI). :682-691.
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.
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.
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