Description

Book Synopsis
Computer technology has impacted the practice of medicine in dramatic ways. In many cases, these appli­ cations are limited to administrative functions, e.g., office practice man­ agement, location of hospital patients, appointments, and scheduling.

Table of Contents
for Volume 1.- I. Introduction.- 1. An Overview of Methods for Computer-Assisted Medical Decision Making.- 2. Reasoning Foundations of Medical Diagnosis.- II. Algorithmic Approaches.- 3. Computer-Based Consultation: Electrolyte and Acid-Base Disorders.- 4. Reduction of Digitalis Toxicity by Computer-Assisted Glycoside Dosage Regimens.- 5. A Consultant-Extender System for Breast Cancer Adjuvant Chemotherapy.- III. Statistically Oriented Approaches.- 6. A Mathematical Approach to Medical Diagnosis: Application to Congenital Heart Disease.- 7. Computer-Aided Diagnosis of Acute Abdominal Pain.- 8. Computer-Assisted Diagnosis of Abdominal Pain Using “Estimates” Provided by Clinicians.- 9. Bayes’ Theorem and Conditional Nonindependence of Data in Medical Diagnosis.- 10. Transferability of Medical Decision Support Systems Based on Bayesian Classification.- 11. Experience with a Model of Sequential Diagnosis.- 12. Pattern-Based Interactive Diagnosis of Multiple Disorders: The MEDAS System.- 13. Enhancement of Clinical Predictive Ability by Computer Consultation.- 14. Decision Analysis and Clinical Judgment.

ComputerAssisted Medical Decision Making 2 Computers and Medicine

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    A Paperback by J.A. Reggia, S. Tuhrim

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      Publisher: Springer New York
      Publication Date: Publication Date: 11/11/2011 12:00:00 AM
      ISBN13: 9781461385561, 978-1461385561
      ISBN10: 1461385563

      Description

      Book Synopsis
      Computer technology has impacted the practice of medicine in dramatic ways. In many cases, these appli­ cations are limited to administrative functions, e.g., office practice man­ agement, location of hospital patients, appointments, and scheduling.

      Table of Contents
      for Volume 1.- I. Introduction.- 1. An Overview of Methods for Computer-Assisted Medical Decision Making.- 2. Reasoning Foundations of Medical Diagnosis.- II. Algorithmic Approaches.- 3. Computer-Based Consultation: Electrolyte and Acid-Base Disorders.- 4. Reduction of Digitalis Toxicity by Computer-Assisted Glycoside Dosage Regimens.- 5. A Consultant-Extender System for Breast Cancer Adjuvant Chemotherapy.- III. Statistically Oriented Approaches.- 6. A Mathematical Approach to Medical Diagnosis: Application to Congenital Heart Disease.- 7. Computer-Aided Diagnosis of Acute Abdominal Pain.- 8. Computer-Assisted Diagnosis of Abdominal Pain Using “Estimates” Provided by Clinicians.- 9. Bayes’ Theorem and Conditional Nonindependence of Data in Medical Diagnosis.- 10. Transferability of Medical Decision Support Systems Based on Bayesian Classification.- 11. Experience with a Model of Sequential Diagnosis.- 12. Pattern-Based Interactive Diagnosis of Multiple Disorders: The MEDAS System.- 13. Enhancement of Clinical Predictive Ability by Computer Consultation.- 14. Decision Analysis and Clinical Judgment.

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