Decision Support System for Diagnosis and Treatment of Hearing Disorders: The Case of Tinnitus (Studies in Computational Intelligence)
暫譯: 聽力障礙診斷與治療的決策支援系統:耳鳴案例研究(計算智慧研究)

Katarzyna A. Tarnowska, Zbigniew W. Ras, Pawel J. Jastreboff

  • 出版商: Springer
  • 出版日期: 2017-03-03
  • 售價: $5,260
  • 貴賓價: 9.5$4,997
  • 語言: 英文
  • 頁數: 160
  • 裝訂: Hardcover
  • ISBN: 3319514628
  • ISBN-13: 9783319514628
  • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

本書提出了一種基於知識發現的方法,以建立一個推薦系統,幫助醫生治療耳鳴患者,使用一種名為耳鳴重訓療法(Tinnitus Retraining Therapy)的成功方法。

本書描述了從 P. Jastreboff 醫生治療的患者歷史數據集中提取新知識的實驗,以便更好地理解治療效果背後的因素,並為不同患者的特徵更好地個性化治療。

本書是對醫療行業日益增長的高級數據分析需求的回應,旨在通過數據驅動的決策解決方案提供更好的護理。

應用計算機化臨床決策支持系統的潛在經濟效益不僅包括提高醫療服務的效率(通過降低成本、改善護理質量和患者安全),還包括在專家知識稀缺的地方增強治療的標準化、客觀性和可用性,特別是對於這種難以治療的聽力障礙。

此外,所描述的方法可用於評估各種提議的耳鳴治療的循證干預的臨床有效性。