Title | Selected Topics in Medical Artificial Intelligence [electronic resource] / edited by Perry L. Miller |
---|---|
Imprint | New York, NY : Springer New York, 1988 |
Connect to | http://dx.doi.org/10.1007/978-1-4613-8777-0 |
Descript | XII, 236 p. online resource |
1. Artificial Intelligence in Medicine: An Emerging Discipline -- I. Causal Modeling and โDeep Modelsโ of Medical Reasoning -- 2. Causal Models for Medical Artificial Intelligence -- 3. Compiling Causal Knowledge for Diagnostic Reasoning -- 4. Development and Use of a Causal Model for Reasoning About Heart Failure -- 5. Toward the Diagnosis of Medical Causal Models by Semiquantitative Reasoning -- 6. Explaining the Link Between Causal Reasoning and Expert Behavior -- 7. Computer-Based Medical Diagnosis Using Belief Networks and Bounded Probabilities -- 8. Using Causal Knowledge to Create Simulated Patient Cases: CPCS Project as an Extension of INTERNIST-1 -- 9. Modeling and Encoding Clinical Causal Relations in a Medical Knowledge Base -- 10. Computational Model of Reasoning from the Clinical Literature -- II. Knowledge Acquisition and Verification -- 11. Knowledge Acquisition and Verification Tools for Medical Expert Systems -- 12. Empirical Analysis and Refinement of Expert System Knowledge Bases -- 13. OPAL: Toward the Computer-Aided Design of Oncology Advice Systems -- 14. HYDRA: A Knowledge Acquisition Tool for Expert Systems That Critique Medical Work-up -- III. Evaluation -- 15. Evaluation of Artificial Intelligence Systems in Medicine -- 16. Evaluation of Medical Expert Systems: Experience with the AI/RHEUM Knowledge-Based Consultant System in Rheumatology -- 17. Evaluation of Medical Expert Systems: Case Study in Performance Assessment