SkipGNN: predicting molecular interactions with skip-graph networks
Huang, Kexin, Xiao, Cao, Glass, Lucas M, Zitnik, Marinka, Sun, Jimeng
Published in Scientific reports (03.12.2020)
Published in Scientific reports (03.12.2020)
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Journal Article
DeepPurpose: a deep learning library for drug–target interaction prediction
Huang, Kexin, Fu, Tianfan, Glass, Lucas M, Zitnik, Marinka, Xiao, Cao, Sun, Jimeng
Published in Bioinformatics (01.04.2021)
Published in Bioinformatics (01.04.2021)
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Journal Article
RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records
Bum Chul Kwon, Min-Je Choi, Kim, Joanne Taery, Choi, Edward, Young Bin Kim, Soonwook Kwon, Jimeng Sun, Jaegul Choo
Published in IEEE transactions on visualization and computer graphics (01.01.2019)
Published in IEEE transactions on visualization and computer graphics (01.01.2019)
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Journal Article
STAN: spatio-temporal attention network for pandemic prediction using real-world evidence
Gao, Junyi, Sharma, Rakshith, Qian, Cheng, Glass, Lucas M, Spaeder, Jeffrey, Romberg, Justin, Sun, Jimeng, Xiao, Cao
Published in Journal of the American Medical Informatics Association (18.03.2021)
Published in Journal of the American Medical Informatics Association (18.03.2021)
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Journal Article
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From hype to reality: data science enabling personalized medicine
Fröhlich, Holger, Balling, Rudi, Beerenwinkel, Niko, Kohlbacher, Oliver, Kumar, Santosh, Lengauer, Thomas, Maathuis, Marloes H, Moreau, Yves, Murphy, Susan A, Przytycka, Teresa M, Rebhan, Michael, Röst, Hannes, Schuppert, Andreas, Schwab, Matthias, Spang, Rainer, Stekhoven, Daniel, Sun, Jimeng, Weber, Andreas, Ziemek, Daniel, Zupan, Blaz
Published in BMC medicine (27.08.2018)
Published in BMC medicine (27.08.2018)
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Journal Article
Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamics
Gao, Junyi, Heintz, Joerg, Mack, Christina, Glass, Lucas, Cross, Adam, Sun, Jimeng
Published in Nature communications (29.05.2023)
Published in Nature communications (29.05.2023)
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Journal Article
Highly elevated polygenic risk scores are better predictors of myocardial infarction risk early in life than later
Isgut, Monica, Sun, Jimeng, Quyyumi, Arshed A, Gibson, Greg
Published in Genome medicine (28.01.2021)
Published in Genome medicine (28.01.2021)
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Journal Article
Discriminative and Distinct Phenotyping by Constrained Tensor Factorization
Kim, Yejin, El-Kareh, Robert, Sun, Jimeng, Yu, Hwanjo, Jiang, Xiaoqian
Published in Scientific reports (25.04.2017)
Published in Scientific reports (25.04.2017)
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Journal Article
DRG-LLaMA : tuning LLaMA model to predict diagnosis-related group for hospitalized patients
Wang, Hanyin, Gao, Chufan, Dantona, Christopher, Hull, Bryan, Sun, Jimeng
Published in NPJ digital medicine (22.01.2024)
Published in NPJ digital medicine (22.01.2024)
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Journal Article
Predicting drug-resistant epilepsy — A machine learning approach based on administrative claims data
An, Sungtae, Malhotra, Kunal, Dilley, Cynthia, Han-Burgess, Edward, Valdez, Jeffrey N., Robertson, Joseph, Clark, Chris, Westover, M. Brandon, Sun, Jimeng
Published in Epilepsy & behavior (01.12.2018)
Published in Epilepsy & behavior (01.12.2018)
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Journal Article
Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records
Byrd, Roy J, Steinhubl, Steven R, Sun, Jimeng, Ebadollahi, Shahram, Stewart, Walter F
Published in International journal of medical informatics (Shannon, Ireland) (01.12.2014)
Published in International journal of medical informatics (Shannon, Ireland) (01.12.2014)
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Journal Article