Automated Biomarker Extraction from Medical Images
Robin Wolz
Broschiertes Buch

Automated Biomarker Extraction from Medical Images

An application to the extraction of biomarkers for Alzheimer's disease from brain magnetic resonance imaging (MRI)

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Medical images are widely available to support clinical decision making. This book describes how computer-aided feature extraction techniques can help to obtain biomarkers from medical images that relate to a certain clinical state or the disease progression of individual patients. Different techniques are presented for the example of biomarkers for Alzheimer's disease extracted from brain magnetic resonance imaging (MRI). The first part of the book deals with the automated measurement of traditional morphometric biomarkers. In particular, methods to determine hippocampal volume and hippocampa...