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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Tarnowska, Katarzyna A. (Autor), Raś, Zbigniew (Autor), Jastreboff, Pawel J. (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer, 2017.
Colección:Studies in computational intelligence ; v. 685.
Temas:
Tinnitus > Treatment.
Recommender systems (Information filtering)
Decision support systems.
Medical informatics.
Computational intelligence.
Tinnitus > therapy
Medical Informatics
Decision Support Systems, Management
Acouphène > Traitement.
Systèmes de recommandation (Filtrage d'information)
Systèmes d'aide à la décision.
Médecine > Informatique.
Intelligence informatique.
Artificial intelligence.
Medical equipment & techniques.
Computers > Intelligence (AI) & Semantics.
Medical > General.
Computational intelligence
Decision support systems
Medical informatics
Tinnitus > Treatment
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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