Data mining in biomedical imaging, signaling, and systems

Data mining has rapidly emerged as an enabling, robust, and scalable technique to analyze data for novel patterns, trends, anomalies, structures, and features that can be employed for a variety of biomedical and clinical domains. Approaching the techniques and challenges of image mining from a multi...

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Detalles Bibliográficos
Otros Autores: Dua, Sumeet (-), Acharya U, Rajendra
Formato: Libro electrónico
Idioma:Inglés
Publicado: Boca Raton : Auerbach Publications 2011.
Edición:1st ed
Colección:An Auerback Book Data mining in biomedical imaging, signaling, and systems
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009629049806719
Descripción
Sumario:Data mining has rapidly emerged as an enabling, robust, and scalable technique to analyze data for novel patterns, trends, anomalies, structures, and features that can be employed for a variety of biomedical and clinical domains. Approaching the techniques and challenges of image mining from a multidisciplinary perspective, this book presents data mining techniques, methodologies, algorithms, and strategies to analyze biomedical signals and images. Written by experts, the text addresses data mining paradigms for the development of biomedical systems. It also includes special coverage of knowledge discovery in mammograms and emphasizes both the diagnostic and therapeutic fields of eye imaging--Provided by publisher.
Notas:An Auerbach book.
Descripción Física:1 online resource (434 p.)
Bibliografía:Includes bibliographical references at the end of each chapters.
ISBN:9781040053393
9780429063749
9781439839393