Probabilistic Diagnosis is a diagnostic framework that employs Bayesian inference to quantify and update the likelihood of potential conditions given observed evidence, distinguishing itself from deterministic methods by explicitly representing uncertainty through probability distributions.
374
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20.2K
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1K
Authors
454
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Publications per year
2017–2026
53
Publications
374
Bayesian Analysis in Expert Systems
David Spiegelhalter, A. P. Dawid, Steffen L. Lauritzen et al. · Statistical Science · 1993 · 691 citations · Full text
Using natural frequencies to improve diagnostic inferences
Ulrich Hoffrage, Gerd Gigerenzer · Academic Medicine · 1998 · 507 citations · Full text
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1K
- JH
7
h-index
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6
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- BBBeth Bjerregaard
University of North Carolina at Charlotte, United States
5 publications · 360 citations
5
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- OJ
4
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- KW
4
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Institutions
454
Stanford University
Stanford, United States
10 h-index
28 publications
2.6K citations
Aalborg University
Aalborg, Denmark
8 h-index
16 publications
1.4K citations
Massachusetts Institute of Technology
Cambridge, United States
6 h-index
8 publications
683 citations
IBM (United States)
Armonk, United States
6 h-index
9 publications
460 citations
Erasmus University Rotterdam
Rotterdam, The Netherlands
6 h-index
17 publications
1.2K citations
University of Michigan
Ann Arbor, United States
6 h-index
7 publications
168 citations
University of Alberta
Edmonton, Canada
6 h-index
10 publications
409 citations
Vanderbilt University
Nashville, United States
5 h-index
12 publications
422 citations
1–8 of 454
Venues
- Methods of Information in Medicine
20 publications · 955 citations
14
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- PubMed
Repository · 10 publications · 582 citations
10
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- Artificial Intelligence in Medicine
AIM · 5 publications · 236 citations
5
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- IEEE Transactions on Computers
5 publications · 176 citations
5
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- Computers and Biomedical Research
4 publications · 121 citations
4
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