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Author Details

Jimeng Sun
University of Illinois Urbana-Champaign.
2010
84
27
PMIDPaper TitleJournal TitlePublished Year
37576126Matching Patients to Clinical Trials with Large Language Models.ArXiv2024
36460472Interrater Reliability of Expert Electroencephalographers Identifying Seizures and Rhythmic and Periodic Patterns in EEGs.Neurology2023
37652934Synthesize high-dimensional longitudinal electronic health records via hierarchical autoregressive language model.Nat Commun2023
37532811Scientific discovery in the age of artificial intelligence.Nature2023
37248229Evidence-driven spatiotemporal COVID-19 hospitalization prediction with Ising dynamics.Nat Commun2023
36945542Synthesize Extremely High-dimensional Longitudinal Electronic Health Records via Hierarchical Autoregressive Language Model.Res Sq2023
36878708Development of Expert-Level Classification of Seizures and Rhythmic and Periodic Patterns During EEG Interpretation.Neurology2023
36131149Artificial intelligence foundation for therapeutic science.Nat Chem Biol2022
37994346ATD: Augmenting CP Tensor Decomposition by Self Supervision.Adv Neural Inf Process Syst2022
35465223HINT: Hierarchical interaction network for clinical-trial-outcome predictions.Patterns (N Y)2022
37144139SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models.Proc AAAI Conf Artif Intell2022
36590707MOLER: Incorporate Molecule-Level Reward to Enhance Deep Generative Model for Molecule Optimization.IEEE Trans Knowl Data Eng2022
36712193CHEER: Rich Model Helps Poor Model via Knowledge Infusion.IEEE Trans Knowl Data Eng2022
36938078Predicting Kidney Transplant Recipient Cohorts' 30-Day Rehospitalization Using Clinical Notes and Electronic Health Care Record Data.Kidney Int Rep2022
33125051FLANNEL (Focal Loss bAsed Neural Network EnsembLe) for COVID-19 detection.J Am Med Inform Assoc2021
33769494SumGNN: multi-typed drug interaction prediction via efficient knowledge graph summarization.Bioinformatics2021
33905327Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning.IEEE Trans Pattern Anal Mach Intell2021
33486527STAN: spatio-temporal attention network for pandemic prediction using real-world evidence.J Am Med Inform Assoc2021
33509272Highly elevated polygenic risk scores are better predictors of myocardial infarction risk early in life than later.Genome Med2021
34699925Predicting neurological outcome in comatose patients after cardiac arrest with multiscale deep neural networks.Resuscitation2021
34693370Machine learning applications for therapeutic tasks with genomics data.Patterns (N Y)2021
34231244Automated Annotation of Epileptiform Burden and Its Association with Outcomes.Ann Neurol2021
33277896SynTEG: a framework for temporal structured electronic health data simulation.J Am Med Inform Assoc2021
33275143DeepPurpose: a deep learning library for drug-target interaction prediction.Bioinformatics2021
33070179MolTrans: Molecular Interaction Transformer for drug-target interaction prediction.Bioinformatics2021
31592533Ensuring electronic medical record simulation through better training, modeling, and evaluation.J Am Med Inform Assoc2020
33758769STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization.ArXiv2020
33659966TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records.Proc ACM Conf Health Inference Learn (2020)2020
34109054LogPar: Logistic PARAFAC2 Factorization for Temporal Binary Data with Missing Values.KDD2020
33330741STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence.ArXiv2020
33273494SkipGNN: predicting molecular interactions with skip-graph networks.Sci Rep2020
32658725Opportunities and challenges of deep learning methods for electrocardiogram data: A systematic review.Comput Biol Med2020
32548622Dr. Agent: Clinical predictive model via mimicked second opinions.J Am Med Inform Assoc2020
31627022Using the PARAFAC2 tensor factorization on EHR audit data to understand PCP desktop work.J Biomed Inform2020
30743070Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization.J Biomed Inform2019
33767572DDL: Deep Dictionary Learning for Predictive Phenotyping.IJCAI (U S)2019
31610714Recurrent Neural Networks for Early Detection of Heart Failure From Longitudinal Electronic Health Record Data: Implications for Temporal Modeling With Respect to Time Before Diagnosis, Data Density, Data Quantity, and Data Type.Circ Cardiovasc Qual Outcomes2019
31576375Assessing Predictors of Early and Late Hospital Readmission After Kidney Transplantation.Transplant Direct2019
31198618CP Tensor Decomposition with Cannot-Link Intermode Constraints.Proc SIAM Int Conf Data Min2019
29653917Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis.JMIR Med Inform2018
33680534SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping.KDD2018
32905548COPA: Constrained PARAFAC2 for Sparse & Large Datasets.Proc ACM Int Conf Inf Knowl Manag2018
29854255Predicting Changes in Pediatric Medical Complexity using Large Longitudinal Health Records.AMIA Annu Symp Proc2018
30145981From hype to reality: data science enabling personalized medicine.BMC Med2018
30136973RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records.IEEE Trans Vis Comput Graph2018
29893864Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review.J Am Med Inform Assoc2018
30445569Expert-level sleep scoring with deep neural networks.J Am Med Inform Assoc2018
30412924Predicting drug-resistant epilepsy - A machine learning approach based on administrative claims data.Epilepsy Behav2018
29769172Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources.JMIR Med Inform2018
27521897Using recurrent neural network models for early detection of heart failure onset.J Am Med Inform Assoc2017
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Collaborators

Walter F Stewart
Medcurio Inc.
Co-authored papers 11
Bradley A Malin
Vanderbilt University
Co-authored papers 10
Michael B Westover
Beth Israel Deaconess Medical Center
Co-authored papers 8
Shahram Ebadollahi
Co-authored papers 7
Joshua C Denny
Vanderbilt University
Co-authored papers 6
Jianying Hu
Center for Computational Health
Co-authored papers 6
Xiaoqian Jiang
Carnegie Mellon University, The University of Texas Health Science Center at Houston, University of California San Diego
Co-authored papers 5
Joyce C Ho
Emory University
Co-authored papers 5
Steven R Steinhubl
Scripps Research Translational Institute
Co-authored papers 5
Fei Wang
Peking University Cancer Hospital & Institute, Beijing Cancer Hospital & Institute
Co-authored papers 5
Kenney Ng
Center for Computational Health
Co-authored papers 4
Jin Jing
Massachusetts General Hospital
Co-authored papers 4
Abel N Kho
Northwestern University Feinberg School of Medicine
Co-authored papers 4
Wendong Ge
Massachusetts General Hospital
Co-authored papers 4
Marinka Zitnik
Harvard Medical School
Co-authored papers 4
Xiaowei Yan
Center for Health System Research
Co-authored papers 4
Joydeep Ghosh
Tata Medical Center
Co-authored papers 4
Robert Chen
Emory University
Co-authored papers 4
Sahar F Zafar
Massachusetts General Hospital
Co-authored papers 3
Mohammad Tabaeizadeh
Massachusetts General Hospital
Co-authored papers 3
Susan T Herman
Barrow Neurological Institute
Co-authored papers 3
Shuang Wang
Shanghai Putuo People's Hospital, Tongji University
Co-authored papers 3
Nicolas Gaspard
Hopital Universitaire de Bruxelles - Hopital Erasme
Co-authored papers 3
You Chen
Vanderbilt University Medical Center
Co-authored papers 3
Eric S Rosenthal
Beth Israel Deaconess Medical Center, Division of Neurocritical Care and Emergency Neurology, Division of Clinical Neurophysiology, Massachusetts General Hospital, Boston, MA, Harvard Medical School, Massachusetts General Hospital, Massachusetts General Hospital Fellowship in Epilepsy and Clinical Neurophysiology, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School Fellowship Training Program in Neurocritical Care, Massachusetts General Hospital, Brigham and Women's Hospital, Harvard Medical School Partners Neurology Residency Training Program, Yale College
Co-authored papers 3
Andrew J Cole
Massachusetts General Hospital, Harvard Medical School
Co-authored papers 3
Aris Gkoulalas-Divanis
Co-authored papers 3
Jong Woo Lee
Brigham and Women's Hospital
Co-authored papers 3
Adam Perer
Human-Computer Interaction Institute, Carnegie Mellon University
Co-authored papers 2
Jacqueline Kirby
Vanderbilt University School of Medicine
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