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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
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:
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.