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Author Details

Gregory F Cooper
University of Pittsburgh
1986
139
24
PMIDPaper TitleJournal TitlePublished Year
37293033A Bayesian System to Track Outbreaks of Influenza-Like Illnesses Including Novel Diseases.medRxiv2023
37657712A voice-based digital assistant for intelligent prompting of evidence-based practices during ICU rounds.J Biomed Inform2023
37503199An interpretable deep learning framework for genome-informed precision oncology.bioRxiv2023
37100513A new method for estimating the probability of causal relationships from observational data: Application to the study of the short-term effects of air pollution on cardiovascular and respiratory disease.Artif Intell Med2023
36230748A Novel Bayesian Framework Infers Driver Activation States and Reveals Pathway-Oriented Molecular Subtypes in Head and Neck Cancer.Cancers (Basel)2022
35673011A Novel Personalized Random Forest Algorithm for Clinical Outcome Prediction.Stud Health Technol Inform2022
36548438An individualized causal framework for learning intercellular communication networks that define microenvironments of individual tumors.PLoS Comput Biol2022
36726701Initial Development of an Automated Platform for Assessing Trainee Performance on Case Presentations.ATS Sch2022
34345801A simple electronic medical record system designed for research.JAMIA Open2021
34350394Evaluation of eye tracking for a decision support application.JAMIA Open2021
33936434Patient-Specific Modeling with Personalized Decision Paths.AMIA Annu Symp Proc2021
32238342Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study.J Med Internet Res2020
33623894Modeling physician variability to prioritize relevant medical record information.JAMIA Open2020
33058103Graphical Presentations of Clinical Data in a Learning Electronic Medical Record.Appl Clin Inform2020
32938361Explicit representation of protein activity states significantly improves causal discovery of protein phosphorylation networks.BMC Bioinformatics2020
32109254A Bayesian approach for detecting a disease that is not being modeled.PLoS One2020
31104070Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis.JAMA2019
31676461Using machine learning to selectively highlight patient information.J Biomed Inform2019
31519988Tumour-specific Causal Inference Discovers Distinct Disease Mechanisms Underlying Cancer Subtypes.Sci Rep2019
31453569Learning High-dimensional Directed Acyclic Graphs with Mixed Data-types.Proc Mach Learn Res2019
31632600The design and evaluation of a Bayesian system for detecting and characterizing outbreaks of influenza.Online J Public Health Inform2019
31276486Systematic discovery of the functional impact of somatic genome alterations in individual tumors through tumor-specific causal inference.PLoS Comput Biol2019
29059331Automated influenza case detection for public health surveillance and clinical diagnosis using dynamic influenza prevalence method.J Public Health (Oxf)2018
30140730Scoring Bayesian Networks of Mixed Variables.Int J Data Sci Anal2018
30775723Instance-Specific Bayesian Network Structure Learning.Proc Mach Learn Res2018
30815109Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System.AMIA Annu Symp Proc2018
29606784Binary Classifier Calibration Using an Ensemble of Piecewise Linear Regression Models.Knowl Inf Syst2018
29133589Precision Oncology beyond Targeted Therapy: Combining Omics Data with Machine Learning Matches the Majority of Cancer Cells to Effective Therapeutics.Mol Cancer Res2018
28815151Eye-tracking for clinical decision support: A method to capture automatically what physicians are viewing in the EMR.AMIA Jt Summits Transl Sci Proc2017
28380048A study of the transferability of influenza case detection systems between two large healthcare systems.PLoS One2017
29520396Discovery of Causal Models that Contain Latent Variables through Bayesian Scoring of Independence Constraints.Mach Learn Knowl Discov Databases2017
28561130The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance.Appl Clin Inform2017
28797710A Bayesian system to detect and characterize overlapping outbreaks.J Biomed Inform2017
26752800An Efficient Pattern Mining Approach for Event Detection in Multivariate Temporal Data.Knowl Inf Syst2016
28316511Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models.Proc IEEE Int Conf Data Min2016
28357158Binary Classifier Calibration Using an Ensemble of Linear Trend Estimation.Proc SIAM Int Conf Data Min2016
27758891Signal-Oriented Pathway Analyses Reveal a Signaling Complex as a Synthetic Lethal Target for p53 Mutations.Cancer Res2016
27720983Outlier-based detection of unusual patient-management actions: An ICU study.J Biomed Inform2016
25181466A method for detecting and characterizing outbreaks of infectious disease from clinical reports.J Biomed Inform2015
26385375Comparison of machine learning classifiers for influenza detection from emergency department free-text reports.J Biomed Inform2015
26613068Binary Classifier Calibration Using a Bayesian Non-Parametric Approach.Proc SIAM Int Conf Data Min2015
27069983A Bayesian Approach for Identifying Multivariate Differences Between Groups.Adv Intell Data Anal2015
26958296Development and Preliminary Evaluation of a Prototype of a Learning Electronic Medical Record System.AMIA Annu Symp Proc2015
26098570Personalized Modeling for Prediction with Decision-Path Models.PLoS One2015
26138794The center for causal discovery of biomedical knowledge from big data.J Am Med Inform Assoc2015
25927013Obtaining Well Calibrated Probabilities Using Bayesian Binning.Proc AAAI Conf Artif Intell2015
24737607A comparative analysis of methods for predicting clinical outcomes using high-dimensional genomic datasets.J Am Med Inform Assoc2014
25954328Application of Bayesian logistic regression to mining biomedical data.AMIA Annu Symp Proc2014
25717394Selective model averaging with bayesian rule learning for predictive biomedicine.AMIA Jt Summits Transl Sci Proc2014
22944172Outlier detection for patient monitoring and alerting.J Biomed Inform2013
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Collaborators

Shyam Visweswaran
University of Pittsburgh
Co-authored papers 36
Milos Hauskrecht
University of Pittsburgh
Co-authored papers 18
G Clermont
University of Pittsburgh
Co-authored papers 16
Xinghua Lu
Co-authored papers 11
Fu-Chiang Tsui
Children's Hospital of Philadelphia
Co-authored papers 11
Harry Hochheiser
University of Pittsburgh
Co-authored papers 10
Andrew J King
University of Pittsburgh
Co-authored papers 10
Constantin F Aliferis
Institute for Health Informatics, University of Minnesota
Co-authored papers 9
Iyad Batal
University of Pittsburgh
Co-authored papers 7
Michal Valko
University of Pittsburgh
Co-authored papers 5
Wendy W Chapman
University of Melbourne
Co-authored papers 5
Per H Gesteland
University of Utah School of Medicine
Co-authored papers 5
Jeffrey P Ferraro
University of Utah School of Medicine
Co-authored papers 5
Randolph A Miller
National Institutes of Health
Co-authored papers 4
Songjian Lu
Co-authored papers 4
Peter J Haug
Intermountain Healthcare & University of Utah
Co-authored papers 4
Melissa Saul
University of Pittsburgh Medical Center
Co-authored papers 4
Joseph D Ramsey
Carnegie Mellon University
Co-authored papers 3
Derek C Angus
University of Pittsburgh Medical Center
Co-authored papers 3
Blackford Middleton
Inc. Chicago Illinois.
Co-authored papers 3
Subramani Mani
Co-authored papers 3
Adrian V Lee
Co-authored papers 3
Dean F Sittig
University of Texas Health Science Center at Houston
Co-authored papers 3
Mohammadamin Tajgardoon
University of Pittsburgh
Co-authored papers 3
Donald M Yealy
University of Pittsburgh School of Medicine
Co-authored papers 3
Michael M Barmada
Graduate School of Public Health, University of Pittsburgh
Co-authored papers 3
Luca Calzoni
University of Pittsburgh
Co-authored papers 3
Michael J Fine
University of Pittsburgh School of Medicine
Co-authored papers 3
Mehmet Kayaalp
Yildirim Beyazit University
Co-authored papers 3
James Mezger
University of Pittsburgh
Co-authored papers 2
Release 1.2