Data mining in biomedical imaging, signaling, and systems
By: Edited by Sumeet Dua and Rajendra Acharya U.
Series: An Auerback Book
Publisher: CRC Press; Auerbach Publications
Published: 2011
Place of publication: Boca Raton
Language: eng
Number of pages: 424
ISBN-13: 9781439839386
Copyright date: 2011
Subjects: Methods; Image Interpretation, Computer-Assisted; Clinical Decision Support Systems; Data Mining; Data mining; Bioinformatics; Signal Processing, Computer-Assisted; Medical informatics
Description: "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.
Notes: Includes bibliographical references and index.