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The Diagnostic Process - Improving …
- https://www.ncbi.nlm.nih.gov/books/NBK338593/
- Diagnosis has been described as both a process and a classification scheme, or a “pre-existing set …
Medical Decision-Making: Probabilistic Medical Reasoning
- https://link.springer.com/chapter/10.1007/978-0-387-21721-5_3
- Abstract. Because clinical data are imperfect and outcomes of treatment are uncertain, health professionals often are faced with difficult choices. In this chapter, we introduce …
Probabilistic reasoning and clinical decision-making: do …
- https://academic.oup.com/qjmed/article/96/10/763/1519346
The challenge of medical diagnosis: A primer on …
- https://pubmed.ncbi.nlm.nih.gov/26219318/
- The challenge of medical diagnosis: A primer on principles, probability, process and pitfalls Arriving at a medical diagnosis is a complex process, which requires clinical skill. …
Reasoning Foundations of Medical Diagnosis | Science
- https://www.science.org/doi/10.1126/science.130.3366.9
- Reasoning Foundations of Medical Diagnosis: Symbolic logic, probability, and value theory aid our understanding of how physicians reason Robert S. Ledley and Lee B. …
Probabilistic, Decision-theoretic Disease Surveillance …
- https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3615794/
- A probabilistic differential diagnosis is a list of diseases with their posterior probabilities, given the available data. At present, CDS processes all …
Categorical and Probabilistic Reasoning in Medical …
- https://groups.csail.mit.edu/medg/medg/people/psz/ftp/Szolovits-Pauker78/Szolovits-Pauker78.html
- Categorical and Probabilistic Decisions Most decisions made in medical practice are straightforward. Whether the physician is taking a history of a patient's illness, performing …
Categorical and Probabilistic Reasoning in Medical …
- https://www.semanticscholar.org/paper/Categorical-and-Probabilistic-Reasoning-in-Medical-Szolovits-Pauker/4bb50d6c49fc2105b1c0b6389d32f738291fafdf
- Three reasoning strategies are considered here: probabilistic, causal, and deterministic, which are useful in evoking diagnostic hypotheses and in assessing the …
A probabilistic model for medical diagnosis - University of …
- https://people.cs.pitt.edu/~milos/courses/cs2740/HW/Term-project.pdf
- The paper argues the task a physician really solves when diagnosing a patient is thatof the differential diagnosis. Differential diagnosis consists of a set of diseases that …
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