Decision Support System for Diagnosis and Treatment of Hearing Disorders

The Case of Tinnitus

AvKatarzyna A. Tarnowska,Zbigniew W. Ras

Häftad, Engelska, 2018

Del i serien Studies in Computational Intelligence

1 273 kr

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1 311 kr

Beskrivning

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.

Produktinformation

Utgivningsdatum:2018-07-21
Mått:155 x 235 x 10 mm
Vikt:271 g
Format:Häftad
Språk:Engelska
Serie:Studies in Computational Intelligence
Antal sidor:160
Förlag:Springer International Publishing AG
ISBN:9783319846576

Utforska kategorier

Artificiell intelligens inom Data och IT
Tillämpad datateknik inom Data och IT

Recensioner i media

“This book describes in great detail and in a step‐wise fashion how to set up a network for an algorithm based decision-making system for treating tinnitus and assessing the effectiveness of treatment interventions for tinnitus. … This book is most suitable for medical practitioners who have been seeing tinnitus patients in their practice … . This book is geared towards clinicians who are also research-based and interested in taking an analytic and data-driven approach to the treatment of tinnitus.” (JoAnn Shih, Doody's Book Reviews, May, 2017)

Innehållsförteckning

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.