Samah Jarad, PhD

Assistant Professor; Assistant Professor

Research Departments & Organizations

Center for Medical Informatics

Research Interests

Data Mining; Informatics; Medical Informatics Computing

Selected Publications

  • Characterizing Clinical Text and Sublanguage: A Case Study of the VA Clinical Notes.

    Zeng, Q. T., D. Redd, G. Divita, S. Jarad, and C. Brandt. "Characterizing Clinical Text and Sublanguage: A Case Study of the VA Clinical Notes." J Health Med Informat S 3 (2011): 2. 2011

  • On ontology-driven document clustering using core semantic features.

    Fodeh, Samah, Bill Punch, and Pang-Ning Tan. "On ontology-driven document clustering using core semantic features." Knowledge and information systems 28.2 (2011): 395-421. 2011

  • Complementary Ensemble Clustering of Biomedical Data

    Fodeh, S. J., Brandt, C., Luong, T. B., Haddad, A., Schultz, M., Murphy, T., & Krauthammer, M. Complementary Ensemble Clustering of Biomedical Data. Journal of Biomedical Informatics, (2013). 2013

  • Functional impairments as symptoms in the symptom cluster analysis of patients newly diagnosed with advanced cancer.

    Fodeh SJ, Lazenby M, Bai M, Ercolano E, Murphy T, McCorkle R. Functional impairments as symptoms in the symptom cluster analysis of patients newly diagnosed with advanced cancer. Journal of pain and symptom management. 2013 Oct 31;46(4):500-10. 2013

  • Baseline Cluster Membership Demonstrates Positive Associations with First Occurrence of Multiple Gerontological Outcomes over 10 Years

    S.J. Fodeh, M. Trentalange, H.G. Allore, T.M. Gill, C.A. Brandt, and T.E. Murphy. Baseline Cluster Membership Demonstrates Positive Associations with First Occurrence of Multiple Gerontological Outcomes over 10 Years. Experimental Aging Research 2014. 2014

  • Classification of Radiology reports for falls in an HIV study cohort.

    Jonathan Bates, Samah J Fodeh, Cynthia Brandt, Julie Womack. Classification of Radiology reports for falls in an HIV study cohort. JAMIA 2015. 2015

  • Electronic Approaches to Making Sense of the Text in the Adverse Event Reporting System, Journal of Healthcare Risk Management

    Andrea L. Benin, Samah Jamal Fodeh, Kyle Lee, Michele Koss, Perry Miller, Cynthia Brandt, Electronic Approaches to Making Sense of the Text in the Adverse Event Reporting System, Journal of Healthcare Risk Management, 2015. 2015

  • Ranking medical jargon in electronic health record notes by adapted distant supervision

    Jinying Chen, Abhyuday N. Jagannatha, Samah J. Jarad, Hong Yu. Journal of Medical Internet Research- Medical Informatics, 2017 2017

  • Clinical Data Mining

    Qing Zeng, Samah Fodeh, Computers in biology and medicine;62(C):293, 2015 2015

  • Mining Big Data in biomedicine and health care.

    Fodeh S, Zeng Q. Mining Big Data in biomedicine and health care. Journal Of Biomedical Informatics 2016, 63:400-403. 2016

  • Mining Big Biomedical Data,

    Samah Fodeh, International Journal of Knowledge Discovery in Bioinformatics (IJKDB) 6(1), 2016.

  • Leveraging Twitter to better identify suicide risk

    Samah Fodeh, Joseph Goulet, Cynthia Brandt, Hamada Al-Talib.In Proceedings of Machine Learning Research (PMLR) form the First International Workshop on Medical Informatics and Healthcare (MIH) held with the International conference on Knowledge Discovery and Data Mining, V:69, pp:1-7, 2017.

  • Automatic Classification of Critical Findings in Radiology Reports

    21. Aditya Tiwari, Samah Fodeh, Steven Baccie, Max Rosen.In Proceedings of Machine Learning Research (PMLR) form the First International Workshop on Medical Informatics and Healthcare (MIH) held with the International conference on Knowledge Discovery and Data Mining, V:69, pp 35-39, 2017.

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