Machine Learning in Healthcare Informatics

Sumeet Dua, U. Rajendra Acharya, Prerna Dua (Herausgeber)

Buch | Hardcover

XII, 332 Seiten

2013
Springer Berlin (Verlag)
978-3-642-40016-2 (ISBN)

Infos

Providing a unique and integrated compendium of both current and emerging machine-learning paradigms in the vital field of health informatics, this work by leading experts reflects the diversity and complexity of this multi-disciplinary area of research.

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The book is a unique effort to represent a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. The book provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics and reflects the diversity, complexity and the depth and breath of this multi-disciplinary area. The integrated, panoramic view of data and machine learning techniques can provide an opportunity for novel clinical insights and discoveries.

Inhalt

From the Contents.- Introduction to Machine Learning in Healthcare Informatics.- Wavelet-Based Machine Learning Techniques for ECG Signal Analysis.- Application of Fuzzy Logic Control for Regulation of Glucose Level of Diabetic Patient.- A Study on Machine Learning in EEG Signal Analysis.

Produkt-Details

• Erscheint lt. Verlag: 27.12.2013
• Reihe/Serie: Intelligent Systems Reference Library
• Zusatzinfo: XII, 332 p. 119 illus., 50 illus. in color.
• Verlagsort: Berlin
• Sprache: englisch
• Maße: 155 x 235 mm
• Gewicht: 678 g
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Themenwelt: Technik
• Schlagworte: Algorithm design • Computational Clinical Decision Support • Data Mining • Healthcare informatics • Intelligent Systems • machine learning
• ISBN-10: 3-642-40016-7 / 3642400167
• ISBN-13: 978-3-642-40016-2 / 9783642400162
• Zustand: Neuware