Decision Support System for Diagnosis and Treatment of Hearing Disorders

The Case of Tinnitus

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, General Computing, Health & Well Being, Medical
Cover of the book Decision Support System for Diagnosis and Treatment of Hearing Disorders by Katarzyna A. Tarnowska, Zbigniew W. Ras, Pawel J. Jastreboff, Springer International Publishing
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Author: Katarzyna A. Tarnowska, Zbigniew W. Ras, Pawel J. Jastreboff ISBN: 9783319514635
Publisher: Springer International Publishing Publication: February 24, 2017
Imprint: Springer Language: English
Author: Katarzyna A. Tarnowska, Zbigniew W. Ras, Pawel J. Jastreboff
ISBN: 9783319514635
Publisher: Springer International Publishing
Publication: February 24, 2017
Imprint: Springer
Language: English

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. Jastreboff so that to better understand factors behind therapy's effectiveness and better personalize treatments for different profiles of patients.

The book is a response for a growing demand of an advanced data analytics in the healthcare industry in order to provide better care with the data driven decision-making solutions.

The potential economic benefits of applying computerized clinical decision support systems include not only improved efficiency in health care delivery (by reducing costs, improving quality of care and patient safety), but also enhancement in treatment's standardization, objectivity and availability in places of scarce expert's knowledge on this difficult to treat hearing disorder.

Furthermore, described approach could be used in assessment of the clinical effectiveness of evidence-based intervention of various proposed treatments for tinnitus.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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. Jastreboff so that to better understand factors behind therapy's effectiveness and better personalize treatments for different profiles of patients.

The book is a response for a growing demand of an advanced data analytics in the healthcare industry in order to provide better care with the data driven decision-making solutions.

The potential economic benefits of applying computerized clinical decision support systems include not only improved efficiency in health care delivery (by reducing costs, improving quality of care and patient safety), but also enhancement in treatment's standardization, objectivity and availability in places of scarce expert's knowledge on this difficult to treat hearing disorder.

Furthermore, described approach could be used in assessment of the clinical effectiveness of evidence-based intervention of various proposed treatments for tinnitus.

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