Toward Normative Expert Systems: Part I The Pathfinder Project

Judgment under Uncertainty: Heuristics and Biases

1975 • 23,866 citations

A Mathematical Theory of Evidence

2020 • 12,259 citations

Decisions with Multiple Objectives: Preferences and Value Tradeoffs.

1994 • 8,503 citations

FOUNDATIONS OF STATISTICS

2001 • 7,247 citations

Judgment Under Uncertainty: Heuristics and Biases.

1984 • 5,967 citations

Upper and Lower Probabilities Induced by a Multivalued Mapping

2008 • 5,233 citations

Theory of Games and Economic Behavior

1945 • 4,349 citations

AN ESSAY TOWARDS SOLVING A PROBLEM IN THE DOCTRINE OF CHANCES

1958 • 2,978 citations

Computer-Based Medical Consultations: MYCIN.

1976 • 2,559 citations

Rule-Based Expert Systems: The MYCIN Experiments of the Stanford Heuristic Programming Project

1986 • 1,711 citations

On the Elicitation of Preferences for Alternative Therapies

1982 • 1,664 citations

Medical Problem Solving: An Analysis of Clinical Reasoning

1978 • 1,541 citations

Uncertainty in Artificial Intelligence

1992 • 1,456 citations

A model of inexact reasoning in medicine

1975 • 1,400 citations

Truth and Probability

2016 • 1,360 citations

Probability, Frequency and Reasonable Expectation

1946 • 1,308 citations

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

1982 • 1,106 citations

The Emergence of Probability.

1978 • 1,015 citations

Reasoning Foundations of Medical Diagnosis

1959 • 945 citations

Computer-aided Diagnosis of Acute Abdominal Pain

1972 • 672 citations

Causal schemas in judgments under uncertainty

1982 • 617 citations

Rational Descriptions, Decisions and Designs

1969 • 492 citations

Studies in Subjective Probability

1966 • 477 citations

Constructing the Pignistic Probability Function in a Context of Uncertainty

1990 • 451 citations

A method for managing evidential reasoning in a hierarchical hypothesis space

1985 • 409 citations

Computational Methods for A Mathematical Theory of Evidence

2008 • 388 citations

A Mathematical Approach to Medical Diagnosis

1961 • 374 citations

Decision theory in expert systems and artificial intelligence

1988 • 371 citations

Probabilistic diagnosis using a reformulation of the INTERNIST-1/QMR knowledge base. I. The probabilistic model and inference algorithms.

1991 • 310 citations

Probabilistic Interpretations for Mycin's Certainty Factors* *This work was supported in part by the Josiah Macy, Jr. Foundation, the Henry J. Kaiser Family Foundation, and the Ford Aerospace Corporation. Computing facilities were provided by the SUMEX-AIM resource under NIH grant RR-00785.

1986 • 299 citations

NESTOR: A Computer-Based Medical Diagnostic Aid That Integrates Causal and Probabilistic Knowledge.

1984 • 224 citations

MUNIN: a causal probabilistic network for interpretation of electromyographic findings

1987 • 204 citations

The INTERNIST-1/QUICK MEDICAL REFERENCE project--status report.

1986 • 186 citations

Experience with a Model of Sequential Diagnosis

1985 • 178 citations

Decision analysis as the basis for computer-aided management of acute renal failure

1973 • 152 citations

Bayes' theorem and conditional nonindependence of data in medical diagnosis

1978 • 137 citations

Savage revisited

1990 • 129 citations

On Making Life and Death Decisions

1980 • 129 citations

Probabilistic Reasoning in Predictive Expert Systems

1986 • 128 citations

Computer-Assisted Clinical Decision-Making

1973 • 126 citations

Clinical Judgment: Psychological Research and Medical Practice

1976 • 124 citations

Pattern-Based Interactive Diagnosis of Multiple Disorders: The MEDAS System

1980 • 104 citations

Is Probability Theory Sufficient for Dealing with Uncertainty in AI: A Negative View* *Research supported in part by NASA Grant NCC-2–275 and NSF Grants ECS-8209679 and IST-8320416.

1986 • 97 citations

Histopathologic review of lymphoma cases from the southwest oncology group

1977 • 89 citations

Pathology Panel for Lymphoma Clinical Studies: A Comprehensive Analysis of Cases Accumulated Since Its Inception<xref ref-type="fn" rid="FN2">2</xref>

1982 • 85 citations

Decision analysis: Perspectives on inference, decision, and experimentation

1970 • 85 citations

Value of Information Lotteries

1967 • 81 citations

Thinking Backward for Knowledge Acquisition

1987 • 67 citations

Rappaport classification of non-Hodgkin's lymphoma: histologic features and clinical significance.

1977 • 62 citations

An evaluation of the diagnostic accuracy of Pathfinder

1992 • 61 citations

How to Do with Probabilities What People Say You Can't.

1985 • 59 citations

Diagnosis. I. Symptom nonindependence in mathematical models for diagnosis

1975 • 50 citations

Probability Judgment in Artificial Intelligence

1986 • 48 citations

Microrisks for Medical Decision Analysis

1989 • 43 citations

An Empirical Comparison of Three Inference Methods1 1This work was supported by the NSF under Grant IRI-8703710, and by the NLM under Grant RO1LM04529.

1990 • 40 citations

Independence and Bayesian updating methods

1986 • 37 citations

Integrated expert systems and videodisc in surgical pathology: An overview

1990 • 37 citations

Answer justification in medical decision support systems based on Bayesian classification

1985 • 33 citations

Towards a Better Understanding of the INTERNIST-1 Knowledge Base

2016 • 21 citations

A Tractable Algorithm for Diagnosing Multiple Diseases

1990 • 17 citations

Evidential Confirmation as Transformed Probability

2013 • 14 citations

The Pathology of Tumors Part II: Diagnostic Techniques

1979 • 14 citations

THE EFFICIENCY OF INTERNAL REGRESSION FOR THE FITTING OF THE EXPONENTIAL REGRESSION

1959 • 11 citations

Evidence as Opinions of Experts

1988 • 9 citations

The Pathology of Tumors, Part Four

1971 • 7 citations

Operating Room Consultation by the Pathologist

1985 • 1 citations

Deleted Work

1955 • 0 citations