World's Best Scientists 2026 revealed!

D-Index & Metrics

Engineering and Technology

D-Index
51
Citations
10757
World Ranking
3821
National Ranking
1119

Randolph A. Miller publication distribution in Engineering and Technology in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Engineering and Technology in 2026. The highlighted bar marks where Randolph A. Miller sits on this spectrum.

38–47 publications: 20 scientists 48–57 publications: 35 scientists 58–67 publications: 96 scientists 68–77 publications: 135 scientists 78–87 publications: 190 scientists 88–97 publications: 259 scientists 98–107 publications: 283 scientists 108–117 publications: 369 scientists 118–127 publications: 341 scientists 128–137 publications: 386 scientists 138–147 publications: 372 scientists 148–157 publications: 457 scientists 158–167 publications: 415 scientists 168–177 publications: 407 scientists 178–187 publications: 421 scientists 188–197 publications: 378 scientists 198–207 publications: 403 scientists 208–217 publications: 317 scientists 218–227 publications: 346 scientists 228–237 publications: 321 scientists 238–247 publications: 260 scientists 248–257 publications: 280 scientists 258–267 publications: 240 scientists 268–277 publications: 214 scientists 278–287 publications: 242 scientists 288–297 publications: 203 scientists 298–307 publications: 166 scientists 308–317 publications: 154 scientists 318–327 publications: 175 scientists 328–337 publications: 159 scientists 338–347 publications: 99 scientists 348–357 publications: 131 scientists 358–367 publications: 106 scientists 368–377 publications: 118 scientists 378–387 publications: 97 scientists 388–397 publications: 108 scientists 398–407 publications: 82 scientists 408–417 publications: 71 scientists 418–427 publications: 64 scientists 428–437 publications: 55 scientists 438–447 publications: 54 scientists 448–457 publications: 60 scientists 458–467 publications: 47 scientists 468–477 publications: 40 scientists 478–487 publications: 30 scientists 488–497 publications: 29 scientists 498–507 publications: 38 scientists 508–517 publications: 40 scientists 518–527 publications: 32 scientists 528–537 publications: 23 scientists 538–547 publications: 28 scientists 548–557 publications: 23 scientists 558–567 publications: 19 scientists 568–577 publications: 16 scientists 578–587 publications: 17 scientists 588–597 publications: 18 scientists 598–607 publications: 22 scientists 608–617 publications: 15 scientists 618–627 publications: 9 scientists 628–637 publications: 11 scientists 638–647 publications: 21 scientists 648–657 publications: 12 scientists 658–667 publications: 9 scientists 668–677 publications: 11 scientists 678–687 publications: 9 scientists 688–697 publications: 6 scientists 698–707 publications: 14 scientists 708–717 publications: 7 scientists 718–727 publications: 8 scientists 728–737 publications: 10 scientists 738–747 publications: 9 scientists 748–757 publications: 5 scientists 758–767 publications: 5 scientists 768–777 publications: 11 scientists 778–787 publications: 7 scientists 788–797 publications: 2 scientists 798–803 publications: 4 scientists 804+ publications: 100 scientists
38 publications 804+

This scientist: 210 publications — 52nd percentile

52% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 804 publications or more.

Randolph A. Miller D-index placement in Engineering and Technology in 2026

The chart shows the D-index (discipline H-index) distribution of Engineering and Technology scientists ranked by Research.com in 2026. The highlighted bar marks where Randolph A. Miller sits on this spectrum.

30 D-Index: 59 scientists 31 D-Index: 114 scientists 32 D-Index: 129 scientists 33 D-Index: 189 scientists 34 D-Index: 200 scientists 35 D-Index: 262 scientists 36 D-Index: 311 scientists 37 D-Index: 312 scientists 38 D-Index: 350 scientists 39 D-Index: 385 scientists 40 D-Index: 348 scientists 41 D-Index: 362 scientists 42 D-Index: 426 scientists 43 D-Index: 380 scientists 44 D-Index: 310 scientists 45 D-Index: 341 scientists 46 D-Index: 301 scientists 47 D-Index: 306 scientists 48 D-Index: 271 scientists 49 D-Index: 246 scientists 50 D-Index: 210 scientists 51 D-Index: 253 scientists 52 D-Index: 213 scientists 53 D-Index: 221 scientists 54 D-Index: 195 scientists 55 D-Index: 186 scientists 56 D-Index: 170 scientists 57 D-Index: 167 scientists 58 D-Index: 166 scientists 59 D-Index: 144 scientists 60 D-Index: 152 scientists 61 D-Index: 141 scientists 62 D-Index: 138 scientists 63 D-Index: 131 scientists 64 D-Index: 118 scientists 65 D-Index: 114 scientists 66 D-Index: 119 scientists 67 D-Index: 95 scientists 68 D-Index: 87 scientists 69 D-Index: 77 scientists 70 D-Index: 89 scientists 71 D-Index: 69 scientists 72 D-Index: 54 scientists 73 D-Index: 46 scientists 74 D-Index: 55 scientists 75 D-Index: 54 scientists 76 D-Index: 49 scientists 77 D-Index: 53 scientists 78 D-Index: 46 scientists 79 D-Index: 28 scientists 80 D-Index: 39 scientists 81 D-Index: 36 scientists 82 D-Index: 24 scientists 83 D-Index: 26 scientists 84 D-Index: 36 scientists 85 D-Index: 18 scientists 86 D-Index: 25 scientists 87 D-Index: 19 scientists 88 D-Index: 26 scientists 89 D-Index: 27 scientists 90 D-Index: 23 scientists 91 D-Index: 15 scientists 92 D-Index: 12 scientists 93 D-Index: 9 scientists 94 D-Index: 15 scientists 95 D-Index: 10 scientists 96 D-Index: 13 scientists 97 D-Index: 13 scientists 98 D-Index: 9 scientists 99 D-Index: 7 scientists 100 D-Index: 7 scientists 101 D-Index: 8 scientists 102 D-Index: 7 scientists 103 D-Index: 7 scientists 104 D-Index: 9 scientists 105 D-Index: 6 scientists 106 D-Index: 9 scientists 107+ D-Index: 99 scientists
30 D-Index 107+

This scientist: 51 D-Index — 62nd percentile

62% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 107 D-Index or more.

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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