Machine learning in healthcare informatics / / Sumeet Dua, U. Rajendra Acharya, Prerna Dua, editors

• Pubblicazione: Heidelberg, Germany : , : Springer, , 2014
• Edizione: 1st ed. 2014.
• Descrizione fisica: 1 online resource (xii, 332 pages) : illustrations (some color)
• Disciplina: 006.31
• Soggetto topico: Machine learning; Medical informatics
• Persona (resp. second.): DuaSumeet; Acharya URajendra; DuaPrerna
• Note generali: "ISSN: 1868-4394."; "ISSN: 1868-4408 (electronic)."
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: 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.
• Sommario/riassunto: 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.
• Titolo autorizzato: Machine Learning in Healthcare Informatics
• ISBN: 3-642-40017-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910299733903321
• Lo trovi qui: Univ. Federico II
• Serie: Intelligent systems reference library ; ; volume 56.