Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging

Beschreibung

This book offers the first comprehensive overview of artificial intelligence (AI) technologies in decision support systems for diagnosis based on medical images, presenting cutting-edge insights from thirteen leading research groups around the world.

Medical imaging offers essential information on patients’ medical condition, and clues to causes of their symptoms and diseases. Modern imaging modalities, however, also produce a large number of images that physicians have to accurately interpret. This can lead to an “information overload” for physicians, and can complicate their decision-making. As such, intelligent decision support systems have become a vital element in medical-image-based diagnosis and treatment.

Presents a comprehensive overview of the state of the art in artificial intelligence for medical-image-based diagnosis and treatment

Demonstrates that intelligent technologies have now reached the practical level and are rapidly becoming available in clinical practices in hospitals

Medical imaging offers essential information on patients medical condition

Autor*in

Kenji Suzuki

Themen in »Artificial Intelligence in Decision Support Systems for Diagnosis in Medical Imaging«

Medical Imaging Computational Intelligence Medical Image Analysis Computer-aided Diagnosis Medical Informatics Computerized Medical Support Medical Decision Support Systems Machine Learning Statistical Learning Deep Learning Artificial Neural Networks Support Vector Machines

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