ShyamVisweswaranMDPhD

PubMed

• 17 citations
  Using machine learning to selectively highlight patient information
  Andrew J. King, Gregory F. Cooper, Gilles Clermont, Harry Hochheiser, Milos Hauskrecht, Dean F. Sittig, Shyam Visweswaran> ;Journal of Biomedical Informatics. 2019 Dec 1
• 9 citations
  Identifying incidental findings from radiology reports of trauma patients: An evaluation of automated feature representation methods
  Gaurav Trivedi, Charmgil Hong, Esmaeel R. Dadashzadeh, Robert Handzel, Harry Hochheiser, Shyam Visweswaran> ;International Journal of Medical Informatics. 2019 Sep 1
• 599 citations
  Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis.
  Christopher W. Seymour, Jason Kennedy, Shu Wang, Chung-Chou H. Chang, Corrine F. Elliott, Zhongying Xu, Scott M. Berry, Gilles Clermont, Gregory F. Cooper, Hernando Go...> ;JAMA. 2019 May 28
• 60 citations
  Accrual to Clinical Trials (ACT): A Clinical and Translational Science Award Consortium Network.
  Shyam Visweswaran, Michael J. Becich, Vincent S. D'Itri, Elaina R. Sendro, Douglas MacFadden, Nicholas R. Anderson, Karen A. Allen, Dipti Ranganathan, Shawn N. Murphy,...> ;JAMIA Open. 2018 Aug 21
• 2 citations
  Instance-Specific Bayesian Network Structure Learning.
  Fattaneh Jabbari, Shyam Visweswaran, Gregory F. Cooper> ;Proceedings of Machine Learning Research. 2018 Aug 28
• 12 citations
  Using Machine Learning to Predict the Information Seeking Behavior of Clinicians Using an Electronic Medical Record System
  Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Milos Hauskrecht, Shyam Visweswaran> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2018 Jan 1
• 32 citations
  Automated annotation and classification of BI-RADS assessment from radiology reports
  Sergio M. Castro, Eugene Tseytlin, Olga Medvedeva, Kevin J. Mitchell, Shyam Visweswaran, Tanja Bekhuis, Rebecca S. Jacobson> ;Journal of Biomedical Informatics. 2017 May 1
• Markov Boundary Discovery with Ridge Regularized Linear Models.
  Strobl, E. V., Visweswaran, S.> ;Journal of causal inference. 2016 May 14
• 36 citations
  An informatics research agenda to support precision medicine: seven key areas
  Jessica D. Tenenbaum, Paul Avillach, Marge Benham-Hutchins, Matthew K. Breitenstein, Erin L. Crowgey, Mark A. Hoffman, Xia Jiang, Subha Madhavan, John E. Mattison, Rad...> ;Journal of the American Medical Informatics Association. 2016 Apr 22
• 6 citations
  On Predicting lung cancer subtypes using ‘omic’ data from tumor and tumor-adjacent histologically-normal tissue
  Arturo Lopez Pineda, Henry Ogoe, Jeya Balaji Balasubramanian, Claudia Rangel Escareño, Shyam Visweswaran, James G. Herman, Vanathi Gopalakrishnan> ;BMC Cancer. 2016 Mar 4
• 8 citations
  Development and Preliminary Evaluation of a Prototype of a Learning Electronic Medical Record System.
  Andrew J. King, Gregory F. Cooper, Harry Hochheiser, Gilles Clermont, Shyam Visweswaran> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2015 Nov 5
• 3 citations
  Knowledge transfer via classification rules using functional mapping for integrative modeling of gene expression data
  Henry Ogoe, Shyam Visweswaran, Xinghua Lu, Vanathi Gopalakrishnan> ;BMC Bioinformatics. 2015 Jul 23
• 6 citations
  How Comorbidities Co-Occur in Readmitted Hip Fracture Patients: From Bipartite Networks to Insights for Post-Discharge Planning.
  Suresh K. Bhavnani, Bryant Dang, Shyam Visweswaran, Rohit Divekar, Alai Tan, Amol Karmarkar, Kenneth J. Ottenbacher> ;AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science. 2015 Mar 25
• 25 citations
  Cuckoo search epistasis: a new method for exploring significant genetic interactions
  Mehran Aflakparast, Hamid Salimi, Gerami A, Marie-Pierre Dubé, Shyam Visweswaran, Ali Masoudi-Nejad> ;Heredity. 2014 Feb 19
• 4 citations
  Heterogeneity within and across Pediatric Pulmonary Infections: From Bipartite Networks to At-Risk Subphenotypes.
  Suresh K. Bhavnani, Bryant Dang, Maria Caro, Gowtham Bellala, Shyam Visweswaran, Asuncion Mejias, Rohit Divekar> ;AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science. 2014 Apr 7
• 3 citations
  Selective model averaging with bayesian rule learning for predictive biomedicine.
  Jeya Balaji Balasubramanian, Shyam Visweswaran, Gregory F. Cooper, Vanathi Gopalakrishnan> ;AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science. 2014 Apr 7
• 2 citations
  Decision path models for patient-specific modeling of patient outcomes.
  Antonio Ferreira, Gregory F. Cooper, Shyam Visweswaran> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2013 Nov 16
• 6 citations
  How Cytokines Co-occur across Rickettsioses Patients: From Bipartite Visual Analytics to Mechanistic Inferences of a Cytokine Storm.
  Suresh K. Bhavnani, Justin A. Drake, Gowtham Bellala, Bryant Dang, Bi Hung Peng, José A. Oteo, Paula Santibañez-Saenz, Shyam Visweswaran, Juan P. Olano> ;AMIA Joint Summits on Translational Science Proceedings. AMIA Joint Summits on Translational Science. 2013 Mar 18
• 44 citations
  Learning genetic epistasis using Bayesian network scoring criteria
  Xia Jiang, Richard E. Neapolitan, M. Michael Barmada, Shyam Visweswaran> ;BMC Bioinformatics. 2011 Mar 31
• The Use of Semantic Distance Metrics to Support Ontology Audit
  Jian Wang, Roger Day, Shyam Visweswaran, William R. Hogan> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2010 Nov 13
• 8 citations
  Identifying Deviations from Usual Medical Care using a Statistical Approach.
  Shyam Visweswaran, James Mezger, Gilles Clermont, Milos Hauskrecht, Gregory F. Cooper> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2010 Nov 13
• 19 citations
  A fast algorithm for learning epistatic genomic relationships.
  Xia Jiang, Richard E. Neapolitan, M. Michael Barmada, Shyam Visweswaran, Gregory F. Cooper> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2010 Nov 13
• 24 citations
  Conditional outlier detection for clinical alerting.
  Milos Hauskrecht, Michal Valko, Iyad Batal, Gilles Clermont, Shyam Visweswaran, Gregory F. Cooper> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2010 Nov 13
• 13 citations
  An efficient bayesian method for predicting clinical outcomes from genome-wide data.
  Gregory F. Cooper, Pablo H. Hennings-Yeomans, Shyam Visweswaran, M. Michael Barmada> ;AMIA ... Annual Symposium Proceedings. AMIA Symposium. 2010 Nov 13
• 20 citations
  Learning patient-specific predictive models from clinical data
  Shyam Visweswaran, Derek C. Angus, Margaret Hsieh, Lisa A. Weissfeld, Donald M. Yealy, Gregory F. Cooper> ;Journal of Biomedical Informatics. 2010 Oct 1
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