Machine Learning in Healthcare Informatics

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Dua, Sumeet (Επιμελητής έκδοσης), Acharya, U. Rajendra (Επιμελητής έκδοσης), Dua, Prerna (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Σειρά: Intelligent Systems Reference Library, 56
• Θέματα: Engineering.; Artificial intelligence.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).

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 he...

Πίνακας περιεχομένων:

• 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.