Decision Support System for Diagnosis and Treatment of Hearing Disorders The Case of Tinnitus /

• Κύριοι συγγραφείς: Tarnowska, Katarzyna A. (Συγγραφέας), Ras, Zbigniew W. (Συγγραφέας), Jastreboff, Pawel J. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Σειρά: Studies in Computational Intelligence, 685
• Θέματα: Engineering.; Health informatics.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Health Informatics.

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...

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.