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Data Mining in Clinical Medicine

2014-11-24 Science
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Release : 2014-11-24
Genre : Science
Kind : eBook
Book Rating : 840/5 ( reviews)

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Book Synopsis Data Mining in Clinical Medicine by : Carlos Fernández Llatas

Download or read book Data Mining in Clinical Medicine written by Carlos Fernández Llatas. This book was released on 2014-11-24. Available in PDF, EPUB and Kindle. Book excerpt: This volume complies a set of Data Mining techniques and new applications in real biomedical scenarios. Chapters focus on innovative data mining techniques, biomedical datasets and streams analysis, and real applications. Written in the highly successful Methods in Molecular Biology series format, chapters are thought to show to Medical Doctors and Engineers the new trends and techniques that are being applied to Clinical Medicine with the arrival of new Information and Communication technologies Authoritative and practical, Data Mining in Clinical Medicine seeks to aid scientists with new approaches and trends in the field.

Medical Data Mining and Knowledge Discovery

2001-01-12 Computers
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Release : 2001-01-12
Genre : Computers
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis Medical Data Mining and Knowledge Discovery by : Krzysztof J. Cios

Download or read book Medical Data Mining and Knowledge Discovery written by Krzysztof J. Cios. This book was released on 2001-01-12. Available in PDF, EPUB and Kindle. Book excerpt: Modern medicine generates, almost daily, huge amounts of heterogeneous data. For example, medical data may contain SPECT images, signals like ECG, clinical information like temperature, cholesterol levels, etc., as well as the physician's interpretation. Those who deal with such data understand that there is a widening gap between data collection and data comprehension. Computerized techniques are needed to help humans address this problem. This volume is devoted to the relatively young and growing field of medical data mining and knowledge discovery. As more and more medical procedures employ imaging as a preferred diagnostic tool, there is a need to develop methods for efficient mining in databases of images. Other significant features are security and confidentiality concerns. Moreover, the physician's interpretation of images, signals, or other technical data, is written in unstructured English which is very difficult to mine. This book addresses all these specific features.

Data Mining in Clinical Medicine

2016-09-22 Science
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Release : 2016-09-22
Genre : Science
Kind : eBook
Book Rating : 742/5 ( reviews)

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Book Synopsis Data Mining in Clinical Medicine by : Carlos Fernández-Llatas

Download or read book Data Mining in Clinical Medicine written by Carlos Fernández-Llatas. This book was released on 2016-09-22. Available in PDF, EPUB and Kindle. Book excerpt: This volume complies a set of Data Mining techniques and new applications in real biomedical scenarios. Chapters focus on innovative data mining techniques, biomedical datasets and streams analysis, and real applications. Written in the highly successful Methods in Molecular Biology series format, chapters are thought to show to Medical Doctors and Engineers the new trends and techniques that are being applied to Clinical Medicine with the arrival of new Information and Communication technologies Authoritative and practical, Data Mining in Clinical Medicine seeks to aid scientists with new approaches and trends in the field.

Clinical Data-Mining in Practice-Based Research

2001 Business & Economics
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Release : 2001
Genre : Business & Economics
Kind : eBook
Book Rating : 083/5 ( reviews)

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Book Synopsis Clinical Data-Mining in Practice-Based Research by : Irwin Epstein

Download or read book Clinical Data-Mining in Practice-Based Research written by Irwin Epstein. This book was released on 2001. Available in PDF, EPUB and Kindle. Book excerpt: This groundbreaking book will show you how to use existing patient records to do original research so you can custom-tailor programs to fit the specific needs of your department. Clinical Data-Mining in Practice-Based Research draws from the experiences of members of the Mount Sinai Department of Social Work staff. By analyzing case data, these professionals were able to identify biopsychosocial factors that affected social-health outcomes, and therefore to assess, maintain, and improve the quality of social work services. The detailed discussions in this book will help you apply these techniques toward improving your own service.

Data Mining and Medical Knowledge Management: Cases and Applications

2009-02-28 Computers
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Release : 2009-02-28
Genre : Computers
Kind : eBook
Book Rating : 194/5 ( reviews)

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Book Synopsis Data Mining and Medical Knowledge Management: Cases and Applications by : Berka, Petr

Download or read book Data Mining and Medical Knowledge Management: Cases and Applications written by Berka, Petr. This book was released on 2009-02-28. Available in PDF, EPUB and Kindle. Book excerpt: The healthcare industry produces a constant flow of data, creating a need for deep analysis of databases through data mining tools and techniques resulting in expanded medical research, diagnosis, and treatment. Data Mining and Medical Knowledge Management: Cases and Applications presents case studies on applications of various modern data mining methods in several important areas of medicine, covering classical data mining methods, elaborated approaches related to mining in electroencephalogram and electrocardiogram data, and methods related to mining in genetic data. A premier resource for those involved in data mining and medical knowledge management, this book tackles ethical issues related to cost-sensitive learning in medicine and produces theoretical contributions concerning general problems of data, information, knowledge, and ontologies.

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