Business Intelligence in Healthcare with IBM Watson Analytics
暫譯: 使用 IBM Watson Analytics 的醫療保健商業智慧
Shilpa Balan, Joseph Otto
- 出版商: CreateSpace Independ
- 出版日期: 2017-09-06
- 售價: $1,090
- 貴賓價: 9.5 折 $1,036
- 語言: 英文
- 頁數: 110
- 裝訂: Paperback
- ISBN: 1548829897
- ISBN-13: 9781548829896
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相關主題
商品描述
Healthcare generates enormous amounts of data. Left unstructured and unanalyzed, this data does little to help hospitals and healthcare facilities offer better care or develop more effective practices.
“Big data” isn’t an issue confined to the healthcare industry—many other industries struggle to capitalize on the possibilities lurking within unmined data. In response to this need, analytical software such as IBM® Watson™Analytics has become vital for long-term success.
Working with a sample Medicaid data set, business intelligence experts Dr. Shilpa Balan and Dr. Joseph Otto reveal how to use IBM Watson Analytics to analyze healthcare data and transform unstructured data into actionable information.
Balan and Otto break down the complex task of data analysis into easily understood sections, demonstrating vital aspects of data set analysis, such as
- creating a cloud-based data environment,
- data refinement,
- data exploration,
- predictive analytics,
- dashboard building, and
- social media data analysis.
Used correctly, healthcare data sets can provide valuable insight into costs and claims, research and development, patient behavior, and medical records. Let Balan and Otto provide your facility with the data analysis techniques and skills needed to uncover the secrets of your facility’s data collection.
商品描述(中文翻譯)
醫療保健產生了大量的數據。如果這些數據未經結構化和分析,將無法幫助醫院和醫療機構提供更好的護理或開發更有效的實踐。
「大數據」並不是僅限於醫療保健行業的問題——許多其他行業也在努力利用未開採數據中潛藏的可能性。為了應對這一需求,分析軟體如 IBM® Watson™ Analytics 已成為長期成功的關鍵。
在使用一個樣本的 Medicaid 數據集時,商業智慧專家 Dr. Shilpa Balan 和 Dr. Joseph Otto 展示了如何使用 IBM Watson Analytics 來分析醫療數據,並將非結構化數據轉化為可行動的信息。
Balan 和 Otto 將數據分析這一複雜任務分解為易於理解的部分,展示數據集分析的關鍵方面,例如:
- 創建基於雲的數據環境,
- 數據精煉,
- 數據探索,
- 預測分析,
- 儀表板構建,以及
- 社交媒體數據分析。
如果正確使用,醫療數據集可以提供有關成本和索賠、研究與開發、病人行為和醫療記錄的寶貴洞見。讓 Balan 和 Otto 為您的機構提供所需的數據分析技術和技能,以揭示您機構數據收集的秘密。