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...
Κύριοι συγγραφείς: | , , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2017.
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Σειρά: | Studies in Computational Intelligence,
685 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.