Skip to Main Content

Author Details

Milos Hauskrecht
University of Pittsburgh
1998
82
16
PMIDPaper TitleJournal TitlePublished Year
37396345Hierarchical Active Learning With Qualitative Feedback on Regions.IEEE Trans Hum Mach Syst2023
37673563Personalized event prediction for Electronic Health Records.Artif Intell Med2023
37303465Learning EKG Diagnostic Models with Hierarchical Class Label Dependencies.Artif Intell Med Conf Artif Intell Med (2005-)2023
36039923Transcriptomic, Proteomic, and Morphologic Characterization of Healing in Volumetric Muscle Loss.Tissue Eng Part A2022
34308430Improving Prediction of Low-Prior Clinical Events with Simultaneous General Patient-State Representation Learning.Artif Intell Med Conf Artif Intell Med (2005-)2021
33581828Modeling multivariate clinical event time-series with recurrent temporal mechanisms.Artif Intell Med2021
34712956Event Outlier Detection in Continuous Time.Proc Mach Learn Res2021
34179895Neural Clinical Event Sequence Prediction through Personalized Online Adaptive Learning.Artif Intell Med Conf Artif Intell Med (2005-)2021
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
31797590Monitoring ICU Mortality Risk with A Long Short-Term Memory Recurrent Neural Network.Pac Symp Biocomput2020
33224554Hierarchical Active Learning with Overlapping Regions.Proc ACM Int Conf Inf Knowl Manag2020
30740605Hierarchical Active Learning with Proportion Feedback on Regions.Mach Learn Knowl Discov Databases2019
33868771Hierarchical Adaptive Multi-task Learning Framework for Patient Diagnoses and Diagnostic Category Classification.Proceedings (IEEE Int Conf Bioinformatics Biomed)2019
31929950Region-Based Active Learning with Hierarchical and Adaptive Region Construction.Proc SIAM Int Conf Data Min2019
31750011Active Learning of Multi-class Classification Models from Ordered Class Sets.Proc AAAI Conf Artif Intell2019
31712785Mining compact predictive pattern sets using classification model.Artif Intell Med Conf Artif Intell Med (2005-)2019
31676461Using machine learning to selectively highlight patient information.J Biomed Inform2019
31528858Predicting patient's diagnoses and diagnostic categories from clinical-events in EHR data.Artif Intell Med Conf Artif Intell Med (2005-)2019
31528857Recent Context-aware LSTM for Clinical Event Time-series Prediction.Artif Intell Med Conf Artif Intell Med (2005-)2019
30498326Hierarchical Active Learning with Group Proportion Feedback.IJCAI (U S)2018
30041919Change-point detection method for clinical decision support system rule monitoring.Artif Intell Med2018
30740607Multivariate Conditional Outlier Detection: Identifying Unusual Input-Output Associations in Data.Proc Int Fla AI Res Soc Conf2018
30740606Active Learning of Multi-Class Classifiers with Auxiliary Probabilistic Information.Proc Int Fla AI Res Soc Conf2018
30815109Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System.AMIA Annu Symp Proc2018
28795172Change-Point Detection Method for Clinical Decision Support System Rule Monitoring.Artif Intell Med Conf Artif Intell Med (2005-)2017
29644345Online Conditional Outlier Detection in Nonstationary Time Series.Proc Int Fla AI Res Soc Conf2017
29302379Change-Point Detection for Monitoring Clinical Decision Support Systems with a Multi-Process Dynamic Linear Model.Proceedings (IEEE Int Conf Bioinformatics Biomed)2017
28979827Active Learning of Classification Models with Likert-Scale Feedback.Proc SIAM Int Conf Data Min2017
29296289A Personalized Predictive Framework for Multivariate Clinical Time Series via Adaptive Model Selection.Proc ACM Int Conf Inf Knowl Manag2017
29295464Methods for Detecting Malfunctions in Clinical Decision Support Systems.Stud Health Technol Inform2017
28725883Efficient Learning of Classification Models from Soft-label Information by Binning and Ranking.Proc Int Fla AI Res Soc Conf2017
28725882Group-Based Active Learning of Classification Models.Proc Int Fla AI Res Soc Conf2017
26752800An Efficient Pattern Mining Approach for Event Detection in Multivariate Temporal Data.Knowl Inf Syst2016
27720983Outlier-based detection of unusual patient-management actions: An ICU study.J Biomed Inform2016
27830108Learning Linear Dynamical Systems from Multivariate Time Series: A Matrix Factorization Based Framework.Proc SIAM Int Conf Data Min2016
27226927Multivariate Conditional Outlier Detection and Its Clinical Application.Proc AAAI Conf Artif Intell2016
27525189Learning Adaptive Forecasting Models from Irregularly Sampled Multivariate Clinical Data.Proc AAAI Conf Artif Intell2016
25534671Clinical time series prediction: Toward a hierarchical dynamical system framework.Artif Intell Med2015
26613069A Generalized Mixture Framework for Multi-label Classification.Proc SIAM Int Conf Data Min2015
26613068Binary Classifier Calibration Using a Bayesian Non-Parametric Approach.Proc SIAM Int Conf Data Min2015
26949568Sparse Multidimensional Patient Modeling using Auxiliary Confidence Labels.Proceedings (IEEE Int Conf Bioinformatics Biomed)2015
25905027A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis.Proc AAAI Conf Artif Intell2015
25927013Obtaining Well Calibrated Probabilities Using Bayesian Binning.Proc AAAI Conf Artif Intell2015
24259520Learning classification models with soft-label information.J Am Med Inform Assoc2014
25927011A Mixtures-of-Trees Framework for Multi-Label Classification.Proc ACM Int Conf Inf Knowl Manag2014
25927015An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification.Proc SIAM Int Conf Data Min2014
22944172Outlier detection for patient monitoring and alerting.J Biomed Inform2013
25309815A Temporal Pattern Mining Approach for Classifying Electronic Health Record Data.ACM Trans Intell Syst Technol2013
24035760Learning classification models from multiple experts.J Biomed Inform2013
  • 1 - 50 of 82

Recommended Authors

Marzyeh Ghassemi
3Vector Institute
Career Start Year 2014
Number of shared co-authors 0
Joyce C Ho
Emory University
Career Start Year 2013
Number of shared co-authors 0
Fei Wang
Peking University Cancer Hospital & Institute, Beijing Cancer Hospital & Institute
Career Start Year 2012
Number of shared co-authors 0
Cynthia Rudin
Duke University
Career Start Year 2012
Number of shared co-authors 0
Mohamed F Ghalwash
IBM T. J. Watson Research Center
Career Start Year 2012
Number of shared co-authors 0
Jeremy C Weiss
Carnegie Mellon University
Career Start Year 2012
Number of shared co-authors 4
Bobak J Mortazavi
Center for Outcomes Research and Evaluation, Yale New Haven Hospital
Career Start Year 2012
Number of shared co-authors 0
Xiaoqian Jiang
Carnegie Mellon University, The University of Texas Health Science Center at Houston, University of California San Diego
Career Start Year 2011
Number of shared co-authors 2
Mengling Feng
Saw Swee Hock School of Public Health, National University of Singapore
Career Start Year 2011
Number of shared co-authors 0
Jenna Wiens
University of Michigan College of Engineering ann arbor
Career Start Year 2011
Number of shared co-authors 1
Jimeng Sun
University of Illinois Urbana-Champaign.
Career Start Year 2010
Number of shared co-authors 0
Suchi Saria
Johns Hopkins University
Career Start Year 2010
Number of shared co-authors 2
Li-Wei H Lehman
Massachusetts Institute of Technology
Career Start Year 2008
Number of shared co-authors 0
Artur Dubrawski
Carnegie Mellon University
Career Start Year 2008
Number of shared co-authors 2
Antti Airola
University of Turku
Career Start Year 2008
Number of shared co-authors 0
Finale Doshi-Velez
Harvard University
Career Start Year 2008
Number of shared co-authors 0
Yuan Luo
Northwestern University Feinberg School of Medicine
Career Start Year 2007
Number of shared co-authors 3
Mihaela van der Schaar
University of Cambridge
Career Start Year 2006
Number of shared co-authors 1
Adler Perotte
Columbia University
Career Start Year 2005
Number of shared co-authors 0
Tapio Pahikkala
University of Turku
Career Start Year 2003
Number of shared co-authors 0
Jianying Hu
Center for Computational Health
Career Start Year 2002
Number of shared co-authors 1
Nigam H Shah
Stanford University
Career Start Year 2002
Number of shared co-authors 0
Svetha Venkatesh
Applied Artificial Intelligence Institute (A2I2), Deakin University
Career Start Year 2000
Number of shared co-authors 0
Lawrence B Holder
Washington State University
Career Start Year 1999
Number of shared co-authors 0
Thomas A Lasko
Vanderbilt University
Career Start Year 1999
Number of shared co-authors 0
Alex A T Bui
University of California Los Angeles
Career Start Year 1998
Number of shared co-authors 0
Sa??o D??eroski
Jozef Stefan Institute
Career Start Year 1996
Number of shared co-authors 0
Constantin F Aliferis
Institute for Health Informatics, University of Minnesota
Career Start Year 1993
Number of shared co-authors 1
Tze-Yun Leong
National University of Singapore and AI Singapore
Career Start Year 1991
Number of shared co-authors 1
Peter Szolovits
Massachusetts Institute of Technology
Career Start Year 1986
Number of shared co-authors 3

Collaborators

Gregory F Cooper
University of Pittsburgh
Co-authored papers 18
Iyad Batal
University of Pittsburgh
Co-authored papers 13
Shyam Visweswaran
University of Pittsburgh
Co-authored papers 11
G Clermont
University of Pittsburgh
Co-authored papers 9
Michal Valko
University of Pittsburgh
Co-authored papers 8
Charmgil Hong
University of Pittsburgh
Co-authored papers 6
Quang Nguyen
Center for Andrology and Sexual Medicine, Viet Duc University Hospital
Co-authored papers 6
Adam Wright
Vanderbilt University Medical Center
Co-authored papers 5
Dean F Sittig
University of Texas Health Science Center at Houston
Co-authored papers 5
Harry Hochheiser
University of Pittsburgh
Co-authored papers 4
Andrew J King
University of Pittsburgh
Co-authored papers 4
James Mezger
University of Pittsburgh
Co-authored papers 2
Hamish S F Fraser
Brown University Center for Biomedical Informatics
Co-authored papers 2
David C Whitcomb
University of Pittsburgh Medical Center
Co-authored papers 2
Ruben Zamora
University of Pittsburgh
Co-authored papers 1
Gary An
University of Vermont
Co-authored papers 1
Xinghua Lu
Co-authored papers 1
Peter J Embi
Vanderbilt University Medical Center
Co-authored papers 1
Angela Ai
Brigham and Women's Hospital
Co-authored papers 1
Melissa Saul
University of Pittsburgh Medical Center
Co-authored papers 1
Skye Aaron
Brigham and Women's Hospital
Co-authored papers 1
Dustin S McEvoy
Mass General Brigham Clinical Informatics
Co-authored papers 1
Rachel Ramoni
US Department of Veterans Affairs
Co-authored papers 1
Richard Schreiber
Penn State Health Holy Spirit Medical Center
Co-authored papers 1
Mohammadamin Tajgardoon
University of Pittsburgh
Co-authored papers 1
Thu-Trang T Hickman
Brigham and Women's Hospital
Co-authored papers 1
David W Bates
Brigham and Women's Hospital Division of General Internal Medicine
Co-authored papers 1
Yoram Vodovotz
University of Pittsburgh
Co-authored papers 1
Riccardo Bellazzi
University of Pavia
Co-authored papers 1
Joan S Ash
Oregon Health & Science University
Co-authored papers 1
Release 1.2