Data mining in biomedical imaging, signaling, and systems

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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Weitere Verfasser: Dua, Sumeet (HerausgeberIn), Acharya U, Rajendra (BerichterstatterIn)
Format: UnknownFormat
Sprache:eng
Veröffentlicht: Boca Raton, Fla. u.a. CRC Press/Taylor & Francis 2011
Schlagworte:
Data mining > Medical informatics > Bioinformatics > Data Mining > Decision Support Systems, Clinical > Image Interpretation, Computer-Assisted > methods > Signal Processing, Computer-Assisted > Medizinische Informatik > Bildgebendes Verfahren > Biosignal > Signalverarbeitung
Online Zugang:Inhaltsverzeichnis
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Beschreibung
Zusammenfassung:"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
Beschreibung:Literaturangaben
Beschreibung:XV, 424 S.
Ill., graph. Darst.
ISBN:9781439839386
978-1-4398-3938-6
1439839387
1-4398-3938-7