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Engineering and Technology

D-Index
51
Citations
10757
World Ranking
3819
National Ranking
1118

Overview

Randolph A. Miller is affiliated with Vanderbilt University in the United States. Their research primarily focuses on the domain of Health Professions, with particular emphasis on Health Information Management, Artificial Intelligence, Public Health, Environmental and Occupational Health, Molecular Biology, and General Health Professions.

The following key topics characterize Miller's scholarly work:

  • Electronic Health Records Systems
  • Ethics in Clinical Research
  • Biomedical Text Mining and Ontologies
  • Machine Learning in Healthcare
  • Semantic Web and Ontologies
  • Topic Modeling
  • Mobile Health and mHealth Applications

Miller has contributed to numerous peer-reviewed papers, notably published in multiple issues of the Journal of the American Medical Informatics Association and other venues. Recent papers include:

  • "Do electronic health record systems 'dumb down' clinicians?" (2022), Journal of the American Medical Informatics Association
  • "The roles of the US National Library of Medicine and Donald A.B. Lindberg in revolutionizing biomedical and health informatics" (2021), Journal of the American Medical Informatics Association
  • "Two complementary AI approaches for predicting UMLS semantic group assignment: heuristic reasoning and deep learning" (2023), Journal of the American Medical Informatics Association
  • "JAMIA at 30: looking back and forward" (2023), Journal of the American Medical Informatics Association
  • "Don Lindberg's Influence on Future Generations: The U.S. National Library of Medicine's Biomedical Informatics Research Training Programs" (2022), Studies in health technology and informatics

Frequent publication venues for Miller's work also include Information Services & Use and Historical Reflections/Réflexions Historiques.

Miller's collaborative network includes co-authors such as Edward H. Shortliffe, Robert A. Greenes, Valerie Florance, Genevieve B. Melton, and James J. Cimino.

Best Publications

  • Internist-I, an Experimental Computer-Based Diagnostic Consultant for General Internal Medicine

    Randolph A. Miller;Harry E. Pople;Jack D. Myers

  • Medical diagnostic decision support systems--past, present, and future: a threaded bibliography and brief commentary.

    Randolph A. Miller

  • Physicians' information needs: analysis of questions posed during clinical teaching.

    Jerome A. Osheroff;Diana E. Forsythe;Bruce G. Buchanan;Richard A. Bankowitz

  • Interface terminologies: facilitating direct entry of clinical data into electronic health record systems.

    S. Trent Rosenbloom;Randolph A. Miller;Kevin B. Johnson;Peter L. Elkin

  • Expanding the concept of medical information: an observational study of physicians' information needs

    Diana E. Forsythe;Bruce G. Buchanan;Jerome A. Osheroff;Randolph A. Miller

  • Quick medical reference (QMR) for diagnostic assistance.

    Miller R;Masarie Fe;Myers Jd

  • The demise of the "Greek Oracle" model for medical diagnostic systems.

    R. A. Miller;F. E. Masarie

  • DIALOG: a model of diagnostic logic for internal medicine

    Harry E. Pople;Jack D. Myers;Randolph A. Miller

  • A computer-assisted medical diagnostic consultation service. Implementation and prospective evaluation of a prototype.

    Richard A. Bankowitz;Melissa A. McNeil;Sue M. Challinor;Ronnie C. Parker

  • The impact of peer management on test-ordering behavior.

    Eric G. Neilson;Kevin B. Johnson;S. Trent Rosenbloom;William D. Dupont

  • Integration and beyond: linking information from disparate sources and into workflow.

    William W. Stead;Randolph A. Miller;Mark A. Musen;William R. Hersh

  • The anatomy of decision support during inpatient care provider order entry (CPOE): empirical observations from a decade of CPOE experience at Vanderbilt

    Randolph A. Miller;Lemuel R. Waitman;Sutin Chen;S. Trent Rosenbloom

  • Ethical and Legal Issues Related to the Use of Computer Programs in Clinical Medicine

    Randolph A. Miller;Kenneth F. Schaffner;Alan Meisel

  • A framework for evaluating the appropriateness of clinical decision support alerts and responses

    Allison B McCoy;Lemuel R Waitman;Julia B Lewis;Julie A Wright

  • Evaluation of a Method to Identify and Categorize Section Headers in Clinical Documents

    Joshua C. Denny;Anderson Spickard;Kevin B. Johnson;Neeraja B. Peterson

  • Method and apparatus for organizing and integrating structured and non-structured data across heterogeneous systems

    William Stead;Dario Giuse;Randall Bates;Jim Jirjis

  • “Understanding” Medical School Curriculum Content Using KnowledgeMap

    Joshua C Denny;Jeffrey D Smithers;Randolph A Miller;Anderson Spickard

  • Recommendations for responsible monitoring and regulation of clinical software systems. American Medical Informatics Association, Computer-based Patient Record Institute, Medical Library Association, Association of Academic Health Science Libraries, American Health Information Management Association, American Nurses Association.

    Randolph A. Miller;Reed M. Gardner

  • Clinical decision support and electronic prescribing systems: a time for responsible thought and action.

    Randolph A. Miller;Reed M. Gardner;Kevin B. Johnson;George Hripcsak

  • Computer-based insulin infusion protocol improves glycemia control over manual protocol.

    Jeffrey B. Boord;Mona Sharifi;Robert A. Greevy;Marie R. Griffin

Frequent Co-Authors

Joshua C. Denny
Joshua C. Denny National Institutes of Health
Antoine Geissbuhler
Antoine Geissbuhler University of Geneva
Hua Xu
Hua Xu Yale University
Wishwa N. Kapoor
Wishwa N. Kapoor University of Pittsburgh
Constantin F. Aliferis
Constantin F. Aliferis University of Minnesota
Edward H. Shortliffe
Edward H. Shortliffe Columbia University
Gregory F. Cooper
Gregory F. Cooper University of Pittsburgh
Bruce G. Buchanan
Bruce G. Buchanan University of Pittsburgh
Arie Hasman
Arie Hasman University of Amsterdam
William R. Hersh
William R. Hersh Oregon Health & Science University

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