Machine Learning in Healthcare Informatics
Başlık:
Machine Learning in Healthcare Informatics
Yazar:
Dua, Sumeet. editor.
ISBN:
9783642400179
Fiziksel Niteleme:
XII, 332 p. 119 illus., 50 illus. in color. online resource.
Seri:
Intelligent Systems Reference Library, 56
İçindekiler:
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.
Özet:
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.
Ek Kurum Yazar:
Elektronik Erişim:
http://dx.doi.org/10.1007/978-3-642-40017-9