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Author Details

Ying Ding (CM4AI)
University of Texas at Austin
0000-0003-2567-2009
1998
400
64
Teaming, machine learning, knowledge graphs
PMIDPaper TitleJournal TitlePublished Year
37128465Analyzing Impact of Socio-Economic Factors on COVID-19 Mortality Prediction Using SHAP Value.AMIA Annu Symp Proc2023
37620423Evaluating large language models on medical evidence summarization.NPJ Digit Med2023
37791108How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?ArXiv2023
37701928Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses.Proc Conf Assoc Comput Linguist Meet2023
37350891Using Explainable AI to Cross-Validate Socio-economic Disparities Among Covid-19 Patient Mortality.AMIA Jt Summits Transl Sci Proc2023
37051561Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances.IEEE Winter Conf Appl Comput Vis2023
37040620An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives.J Am Med Inform Assoc2023
37131872CancerGPT: Few-shot Drug Pair Synergy Prediction using Large Pre-trained Language Models.ArXiv2023
37162998Evaluating Large Language Models on Medical Evidence Summarization.medRxiv2023
35308939Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-rays.AMIA Annu Symp Proc2022
35441082Pandemics are catalysts of scientific novelty: Evidence from COVID-19.J Assoc Inf Sci Technol2022
35800847Knowledge Graph Applications in Medical Imaging Analysis: A Scoping Review.Health Data Sci2022
35854760Prior Knowledge Enhances Radiology Report Generation.AMIA Jt Summits Transl Sci Proc2022
35529705Further divided gender gaps in research productivity and collaboration during the COVID-19 pandemic: Evidence from coronavirus-related literature.J Informetr2022
35811026Trustworthy assertion classification through prompting.J Biomed Inform2022
37038389RoS-KD: A Robust Stochastic Knowledge Distillation Approach for Noisy Medical Imaging.Proc IEEE Int Conf Data Min2022
36339656EchoGen: A New Benchmark Study on Generating Conclusions from Echocardiogram Notes.Proc Conf Assoc Comput Linguist Meet2022
35960866Supervised Pretraining through Contrastive Categorical Positive Samplings to Improve COVID-19 Mortality Prediction.ACM BCB2022
36128510Radiology Text Analysis System (RadText): Architecture and Evaluation.IEEE Int Conf Healthc Inform2022
36300103Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-rays with Radiomics using a Feedback Loop.IEEE Winter Conf Appl Comput Vis2022
35918351A dataset of mentorship in bioscience with semantic and demographic estimations.Sci Data2022
34209818Toward a Coronavirus Knowledge Graph.Genes (Basel)2021
35574510SCALP - Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata.Proc IEEE Int Conf Data Min2021
35498230RadBERT-CL: Factually-Aware Contrastive Learning For Radiology Report Classification.Proc Mach Learn Res2021
35571507PNEUMONIA DETECTION ON CHEST X-RAY USING RADIOMIC FEATURES AND CONTRASTIVE LEARNING.Proc IEEE Int Symp Biomed Imaging2021
35531070An empirical study of using radiology reports and images to improve ICU-mortality prediction.IEEE Int Conf Healthc Inform2021
33768136Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit.IEEE Trans Big Data2021
33746309Analyzing knowledge entities about COVID-19 using entitymetrics.Scientometrics2021
32543442Understanding Drug Repurposing From the Perspective of Biomedical Entities and Their Evolution: Bibliographic Research Using Aspirin.JMIR Med Inform2020
32591513Building a PubMed knowledge graph.Sci Data2020
32477658Using Entity Metrics to Understand Drug Repurposing.AMIA Jt Summits Transl Sci Proc2020
31194807Predicting biomedical relationships using the knowledge and graph embedding cascade model.PLoS One2019
31238875edge2vec: Representation learning using edge semantics for biomedical knowledge discovery.BMC Bioinformatics2019
29795961An efficient system to fund science: from proposal review to peer-to-peer distributions.Scientometrics2017
27071755Predicting drug target interactions using meta-path-based semantic network analysis.BMC Bioinformatics2016
24397931From funding agencies to scientific agency: Collective allocation of science funding as an alternative to peer review.EMBO Rep2014
24795463Response: "Why we still need grant peer review".EMBO Rep2014
24009660Entitymetrics: measuring the impact of entities.PLoS One2013
24358368Discovering implicit entity relation with the gene-citation-gene network.PLoS One2013
22401035Improving integrative searching of systems chemical biology data using semantic annotation.J Cheminform2012
23076712Time-related patient data retrieval for the case studies from the pharmacogenomics research network.J Med Syst2012
22859915Assessing drug target association using semantic linked data.PLoS Comput Biol2012
22222943Systems chemical biology and the Semantic Web: what they mean for the future of drug discovery research.Drug Discov Today2012
21448266Finding complex biological relationships in recent PubMed articles using Bio-LDA.PLoS One2011
22162991Mining relational paths in integrated biomedical data.PLoS One2011
21699718Semantic inference using chemogenomics data for drug discovery.BMC Bioinformatics2011
21344057Scientific collaboration and endorsement: Network analysis of coauthorship and citation networks.J Informetr2011
20478034Chem2Bio2RDF: a semantic framework for linking and data mining chemogenomic and systems chemical biology data.BMC Bioinformatics2010
20727184WENDI: A tool for finding non-obvious relationships between compounds and biological properties, genes, diseases and scholarly publications.J Cheminform2010
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Collaborators

Justin F Rousseau
University of Texas at Austin
Co-authored papers 12
David J Wild
Indiana University Bloomington
Co-authored papers 9
Min Song
Yonsei University
Co-authored papers 7
George Shih
Cornell University
Co-authored papers 5
Bin Chen
Jiangsu University
Co-authored papers 5
Qian Zhu
University of Maryland Baltimore County
Co-authored papers 4
Jian Xu
School of Information Management Sun Yat-sen University Guangzhou China.
Co-authored papers 4
Huijun Wang
Michigan State University
Co-authored papers 3
Johan Bollen
Indiana University Bloomington
Co-authored papers 3
Katy B??rner
Indiana University Bloomington
Co-authored papers 3
Ahmed H Tewfik
The University of Texas at Austin
Co-authored papers 3
David J Crandall
Indiana University
Co-authored papers 3
Damion Junk
Indiana University
Co-authored papers 3
Meijun Liu
Institute for Global Public Policy Fudan University Shanghai China.
Co-authored papers 3
Yifan Peng
Hunan University of Science and Technology
Co-authored papers 3
Benjamin S Glicksberg
Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai
Co-authored papers 3
Michael S Lajiness
Lilly Research Laboratories
Co-authored papers 3
Bing He
Co-authored papers 2
Cui Tao
The University of Texas Health Science Center at Houston
Co-authored papers 2
Yuyin Sun
Co-authored papers 2
Gang Fu
Peking Haidian Hospital Beijing
Co-authored papers 2
Xiao Dong
Indiana University School of Informatics, Indiana University
Co-authored papers 2
Jordan G Nestor
Columbia University
Co-authored papers 2
Yanshan Wang
Mayo Clinic
Co-authored papers 2
Yifan Peng
National Center for Biotechnology Information, National Institutes of Health
Co-authored papers 2
Ariful Azad
Indiana University
Co-authored papers 2
Minbyul Jeong
Korea University
Co-authored papers 2
Tamy Chambers
Indiana University
Co-authored papers 2
Zheng Gao
Indiana University
Co-authored papers 1
Richard B Freeman
Department of Economics Harvard University Cambridge Massachusetts.
Co-authored papers 1
Release 1.2