Medical image recognition, segmentation and parsing : machine learning and multiple object approaches

• Other Authors: Zhou, S. Kevin, (Editor)
• Format: eBook
• Language: English
• Published: Amsterdam : Elsevier, [2016]
• Series: Elsevier and MICCAI Society book series.
• Subjects: Imaging systems in medicine.; Machine learning.; Image reconstruction.; Pattern recognition systems.; elektronické knihy; electronic books
• ISBN: 9780128026762; 0128026766; 9780128025819; 0128025816
• Physical Description: 1 online resource : illustrations
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty

This book describes the technical problems and solutions for automatically recognizing and parsing a medical image into multiple objects, structures, or anatomies. It gives all the key methods, including state-of-the-art approaches based on machine learning, for recognizing or detecting, parsing or segmenting, a cohort of anatomical structures from a medical image. You will learn how to: research challenges and problems in medical image recognition, segmentation and parsing of multiple objects; methods and theories for medical image recognition, segmentation and parsing of multiple objects; efficient and effective machine learning solutions based on big datasets; selected applications of medical image parsing using proven algorithms. --