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 patients treated by Dr. P. Jastreboff so that to better understand … full description
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Bibliographic Details
- Main Author
- Other Authors
- Document Type
- Books
- Physical Description
- 1 online zdroj (x, 160 stran) : ilustrace
- Published
-
Cham, Switzerland :
Springer,
[2017]
- Series
- Studies in computational intelligence
- Subjects
- ISBN
- 978-3-319-51463-5
- 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
| Destination | Link | Link source |
|---|---|---|
| Web | Plný text | National Library of Technology |