2026 Edward H. Shortliffe: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	79	1116	1081	596	574	326	46277

Research.com Recognitions

1993 - Fellow of the American Association for the Advancement of Science (AAAS)
1990 - Fellow of the Association for the Advancement of Artificial Intelligence (AAAI)
1987 - Member of the National Academy of Medicine (NAM)
1976 - ACM Grace Murray Hopper Award For his pioneering research which is embodied in the MYCIN program. MYCIN is a program which consults with physicians about the diagnosis and treatment of infections. In creating MYCIN, Shortliffe employed his background of medicine, together with his research in knowledge-based systems design, to produce an integrated package which is easy for expert physicians to use and extend. Shortliffe's work formed the basis for a research program supported by NIH, and has been widely studied and drawn upon by others in the field of knowledge-based systems.
Member of the Association of American Physicians
Member of the Association of American Physicians
Member of the Association of American Physicians

Overview

Edward H. Shortliffe is affiliated with Columbia University in the United States. Their research spans multiple fields within health and medicine, emphasizing the integration of artificial intelligence in healthcare settings.

The scientist's main fields of study include Health Professions and Medicine, with subfields covering Health Information Management, Artificial Intelligence, General Health Professions, Molecular Biology, and Health Informatics. The primary focus areas of their work are Machine Learning in Healthcare, Electronic Health Records Systems, Artificial Intelligence in Healthcare and Education, Biomedical Text Mining and Ontologies, Artificial Intelligence in Healthcare, Mobile Health and mHealth Applications, and Clinical Reasoning and Diagnostic Skills.

Shortliffe has collaborated frequently with several coauthors, including Vimla L. Patel, Gretchen Purcell Jackson, Mor Peleg, Anita M. Preininger, and Michael F. Chiang.

Their research has been published in diverse venues, notably:

Journal of the American Medical Informatics Association
BMJ Health & Care Informatics
Information Services & Use
Journal of Biomedical Informatics
Nature Medicine

Among their recent papers are:

"AI-generated text may have a role in evidence-based medicine" (2023, Nature Medicine)
"Effect of an Artificial Intelligence Clinical Decision Support System on Treatment Decisions for Complex Breast Cancer" (2020, JCO Clinical Cancer Informatics)
"Comparison of an oncology clinical decision-support system's recommendations with actual treatment decisions" (2021, Journal of the American Medical Informatics Association)
"Designing and implementing mHealth technology: the challenge of meeting the needs of diverse communities" (2023, BMJ Health & Care Informatics)
"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)

Shortliffe has received several awards, including:

Fellow of the American Association for the Advancement of Science (AAAS), 1993
Fellow of the Association for the Advancement of Artificial Intelligence (AAAI), 1990
Member of the National Academy of Medicine (NAM), 1987
ACM Grace Murray Hopper Award, 1976 - awarded for pioneering research embodied in the MYCIN program, a clinical decision-support system for diagnosing and treating infections
Member of the Association of American Physicians

Best Publications

Rule-based expert systems : the MYCIN experiments of the Stanford Heuristic Programming Project

Bruce G. Buchanan;Edward Hance Shortliffe

5416
Citations
Rule-Based Expert Systems

Bruce G. Buchanan;Edward H. Shortliffe;Barclay Adams;John J. Osborn

4887
Citations
Computer-based medical consultations, MYCIN

Edward Hance Shortliffe

4611
Citations
A model of inexact reasoning in medicine

E. H. Shortliffe;B. G. Buchanan

2114
Citations
Biomedical Informatics: Computer Applications in Health Care and Biomedicine

Edward H. Shortliffe;James J. Edward H. Shortliffe. James J. Cimino Cimino

1978
Citations
Production rules as a representation for a knowledge-based consultation program

Randall Davis;Bruce Buchanan;Edward Shortliffe

965
Citations
Computer-based medical consultations: mycin (elsevier north holland

Edward H. Shortliffe

946
Citations
Rule Based Expert Systems: The Mycin Experiments of the Stanford Heuristic Programming Project (The Addison-Wesley series in artificial intelligence)

Bruce G. Buchanan;Edward H. Shortliffe

902
Citations
Comparing computer-interpretable guideline models: a case-study approach.

Mor Peleg;Samson W. Tu;Jonathan Bury;Paolo Ciccarese

796
Citations
Clinical Decision Support in the Era of Artificial Intelligence.

Edward H Shortliffe;Edward H Shortliffe;Martin J Sepúlveda

665
Citations
Position paper: The coming of age of artificial intelligence in medicine

Vimla L. Patel;Edward H. Shortliffe;Mario Stefanelli;Peter Szolovits

657
Citations
Expert Systems Research.

Richard O. Duda;Edward H. Shortliffe

642
Citations
A method for managing evidential reasoning in a hierarchical hypothesis space

Jean Gordon;Edward H. Shortliffe

607
Citations
Computer-based consultations in clinical therapeutics: explanation and rule acquisition capabilities of the MYCIN system.

Edward H. Shortliffe;Randall Davis;Stanton G. Axline;Bruce G. Buchanan

596
Citations
An analysis of physician attitudes regarding computer-based clinical consultation systems.

Randy L. Teach;Edward H. Shortliffe

571
Citations
Medical Informatics: Computer Applications in Health Care

Edward H. Shortliffe;Leslie E. Perreault;Gio Wiederhold;Lawrence M. Fagan

551
Citations
The guideline interchange format: a model for representing guidelines.

Lucila Ohno-Machado;John H. Gennari;Shawn N. Murphy;Nilesh L. Jain

543
Citations
An Approach to Verifying Completeness and Consistency in a Rule-Based Expert System

Motoi Suwa;A. Carlisle Scott;Edward H. Shortliffe

532
Citations
Computer programs to support clinical decision making

E. H. Shortliffe

518
Citations
Clinical decision-support systems

Edward H. Shortliffe

517
Citations
Probabilistic Similarity Networks

Edward H. Shortliffe;David Earl Heckerman

491
Citations
Knowledge engineering for medical decision making: A review of computer-based clinical decision aids

E.H. Shortliffe;B.G. Buchanan;E.A. Feigenbaum

490
Citations

Frequent Co-Authors

Robert A. Greenes Arizona State University

Vimla L. Patel Columbia University

Samson W. Tu Stanford University

Mor Peleg University of Haifa

Bruce G. Buchanan University of Pittsburgh

Mark A. Musen Stanford University

Randolph A. Miller Vanderbilt University

Elmer V. Bernstam The University of Texas Health Science Center at Houston

James J. Cimino University of Alabama at Birmingham

Arie Hasman University of Amsterdam

External Links

Personal website of Edward H. Shortliffe Google Scholar page

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