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Item Details
Title: DECISION SUPPORT SYSTEM FOR DIAGNOSIS AND TREATMENT OF HEARING DISORDERS
THE CASE OF TINNITUS
By: Katarzyna A. Tarnowska, Zbigniew W. Ras, Pawel J. Jastreboff
Format: Hardback

List price: £109.99


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ISBN 10: 3319514628
ISBN 13: 9783319514628
Publisher: SPRINGER INTERNATIONAL PUBLISHING AG
Pub. date: 3 March, 2017
Edition: 1st ed. 2017
Series: Studies in Computational Intelligence 685
Pages: 160
Synopsis: 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.
Illustrations: 33 Illustrations, black and white; X, 160 p. 33 illus.
Publication: Switzerland
Imprint: Springer International Publishing AG
Returns: Returnable
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ADVANCES IN DATA MANAGEMENT (HB)
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ADVANCES IN INFORMATION AND INTELLIGENT SYSTEMS (PB)
ADVANCES IN INTELLIGENT INFORMATION SYSTEMS (HB)
ADVANCES IN INTELLIGENT INFORMATION SYSTEMS (PB)
ADVANCES IN MACHINE LEARNING (PB)
ADVANCES IN MACHINE LEARNING I (HB)
ADVANCES IN MACHINE LEARNING II (HB)
ADVANCES IN MACHINE LEARNING II (PB)
ADVANCES IN MUSIC INFORMATION RETRIEVAL (HB)
ADVANCES IN MUSIC INFORMATION RETRIEVAL (PB)
DECISION SUPPORT SYSTEM FOR DIAGNOSIS AND TREATMENT OF HEARING DISORDERS (PB)
FOUNDATIONS OF INTELLIGENT SYSTEMS (PB)
FOUNDATIONS OF INTELLIGENT SYSTEMS (PB)
FOUNDATIONS OF INTELLIGENT SYSTEMS (PB)
FOUNDATIONS OF INTELLIGENT SYSTEMS (PB)
FOUNDATIONS OF INTELLIGENT SYSTEMS (PB)
FOUNDATIONS OF INTELLIGENT SYSTEMS (PB)
FOUNDATIONS OF INTELLIGENT SYSTEMS (PB)
FOUNDATIONS OF INTELLIGENT SYSTEMS (PB)
FOUNDATIONS OF INTELLIGENT SYSTEMS (PB)
METHODOLOGIES FOR INTELLIGENT SYSTEMS (PB)
METHODOLOGIES FOR INTELLIGENT SYSTEMS (PB)
MINING COMPLEX DATA (HB)
MINING COMPLEX DATA (PB)
MINING COMPLEX DATA (PB)
RECOMMENDER SYSTEM FOR IMPROVING CUSTOMER LOYALTY
RECOMMENDER SYSTEM FOR IMPROVING CUSTOMER LOYALTY (HB)
TINNITUS RETRAINING THERAPY
TINNITUS RETRAINING THERAPY
TINNITUS RETRAINING THERAPY (HB)
TINNITUS RETRAINING THERAPY (PB)
TINNITUS RETRAINING THERAPY (PB)

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