Título: |
Machine Learning in Healthcare Informaticsedited by Sumeet Dua, U. Rajendra Acharya, Prerna Dua. |
Otros autores: |
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Dua, Prerna.ed.
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Acharya, U. Rajendra.ed.
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Dua, Sumeet.ed.
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Editado por: |
Springer Berlin Heidelberg :;Imprint: Springer,
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Año de publicación: |
2014.
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Lugar de publicación: |
Berlin, Heidelberg :
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Descripción física: |
xii, 332 p.il. |
ISBN: |
9783642400179
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Colección: |
Intelligent Systems Reference Library,
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Materias: |
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Artificial Intelligence (incl. Robotics). |
Computational Intelligence. |
Engineering. |
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Notas: |
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. |
Sumario: |
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. |
URL: |
http://dx.doi.org/10.1007/978-3-642-40017-9
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