Human-AI-Cognitive Intelligence Software, System, and Services for Quality Assurance: Theories and Methods with Systems Thinking for Behaviour Change in the Medical Decision-Making Pathway
Autor Pantea Keikhosrokianien Limba Engleză Paperback – 2027
- Discusses how habit-change features can be added to medical information systems to change patient’s unhealthy habits
- Describes the habit-change life cycle and framework so that readers can develop their own system
- Outlines how data analytics features are used to diagnose and predict unhealthy habits and prescribe changes to improve overall health of patients
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Specificații
ISBN-13: 9780443137594
ISBN-10: 0443137595
Pagini: 400
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0443137595
Pagini: 400
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
Cuprins
Section 1: Introduction to Habit-based Behavior Change Support Systems (HBCSS)
1. Theories for Habit-based Behavior Change Support Systems (HBCSS)
2. Methodologies for Habit-based Behavior Change Support Systems (HBCSS)
3. Management of Habit-based Behavior Change Support Systems (HBCSS)
4. Features of Habit-based Behavior Change Support Systems (HBCSS)
Section 2: Habit-change Life Cycles for Developing HBCSS
5. Requirements for HBCSS
6. Bad Habit Identification
7. Breaking Bad Habits
8. New Habit Formation
9. Measuring Habit-Change
10. Evaluating Habit-Change
11. Development of HBCSS
12. Securing HBCSS
Section 3: Measuring Habit-Change in Habit-based Behavior Change Support Systems (HBCSS) using Data Analytics
13. Descriptive Analytics for Habit-Change
14. Classification for Habit-Change
15. Clustering for Habit-Change
16. Prediction for Habit-Change
17. Prescription Analytics for HBCSS
18. Databases for HBCSS
19. Conclusion and Future Direction
20. Case Studies
1. Theories for Habit-based Behavior Change Support Systems (HBCSS)
2. Methodologies for Habit-based Behavior Change Support Systems (HBCSS)
3. Management of Habit-based Behavior Change Support Systems (HBCSS)
4. Features of Habit-based Behavior Change Support Systems (HBCSS)
Section 2: Habit-change Life Cycles for Developing HBCSS
5. Requirements for HBCSS
6. Bad Habit Identification
7. Breaking Bad Habits
8. New Habit Formation
9. Measuring Habit-Change
10. Evaluating Habit-Change
11. Development of HBCSS
12. Securing HBCSS
Section 3: Measuring Habit-Change in Habit-based Behavior Change Support Systems (HBCSS) using Data Analytics
13. Descriptive Analytics for Habit-Change
14. Classification for Habit-Change
15. Clustering for Habit-Change
16. Prediction for Habit-Change
17. Prescription Analytics for HBCSS
18. Databases for HBCSS
19. Conclusion and Future Direction
20. Case Studies