Applied Heath Care Analytics: Enabling Transformative Health Care Through Data Science, Machine Learning, and Cognitive Computing (Advances and Opportunities with Big Data and Analytics) (英語) ハードカバー – 2020/11/30
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The healthcare systems in the US and globally are undergoing a period of rapid transformation. Medical technology breakthroughs, economic pressures and demographic trends are driving that transformation, but key enablers and catalysts for those changes are advancements in Analytics, Data Science, Cognitive Computing, and Machine Learning. Massive volumes of data are created during regular healthcare administration, delivery, and research operations; additionally, outside the medical community people produce data as part of their daily activities and social interactions that can be mined for medical use. How can this data be put to use in an ethical way respecting privacy and security to achieve the goal of high quality, accessible and affordable Healthcare? Advanced analytics and cognitive computing are a big part of the answer. In Applied Heath Care Analytics, the authors provide a concise yet comprehensive review of the key enabling and explain how those technologies are becoming the backbone of the Healthcare of tomorrow.