Decision support system for diagnosis and treatment of hearing disorders the case of tinnitus /
The book presents a knowledge discovery based approach to build a recommender system supporting a physician in treating tinnitus patients with the highly successful method called Tinnitus Retraining Therapy. It describes experiments on extracting novel knowledge from the historical dataset of patien...
| Main Author: | Tarnowska, Katarzyna A., |
|---|---|
| Other Authors: | Raś, Zbigniew,, Jastreboff, Pawel J.,, SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer,
2017.
|
| Physical Description: |
1 online resource. |
| Series: |
Studies in computational intelligence ;
v. 685. |
| Subjects: |
Table of Contents:
- Preface
- Introduction
- Tinnitus treatment as a problem area
- Recommender solutions overview
- Knowledge discovery approach for recommendation
- RECTIN system design
- Experiment 1: classifiers
- Experiment 2: diagnostic rules
- Experiment 3: treatment rules
- Experiment 4: treatment rules enhancement
- RECTIN implementation
- Final conclusions and future work
- References.