TY - GEN digital ID - 131515027 TI - Shape Analysis in Medical Image Analysis AU - Li, Shuo AU - Tavares, João Manuel R. S. PY - 2014 SN - 9783319038131 PB - Cham Springer International Publishing DB - UniCat KW - Human biochemistry KW - Physical methods for diagnosis KW - Applied physical engineering KW - Computer. Automation KW - computervisie KW - patroonherkenning KW - beeldverwerking KW - beeldanalyse KW - klinische chemie KW - medische biochemie KW - machine learning KW - biochemie KW - pneumologie KW - radiologie KW - medische beeldvorming KW - ingenieurswetenschappen UR - https://www.unicat.be/uniCat?func=search&query=sysid:131515027 AB - This book contains thirteen contributions from invited experts of international recognition addressing important issues in shape analysis in medical image analysis, including techniques for image segmentation, registration, modelling and classification, and applications in biology, as well as in cardiac, brain, spine, chest, lung and clinical practice. This volume treats topics such as, anatomic and functional shape representation and matching; shape-based medical image segmentation; shape registration; statistical shape analysis; shape deformation; shape-based abnormity detection; shape tracking and longitudinal shape analysis; machine learning for shape modeling and analysis; shape-based computer-aided-diagnosis; shape-based medical navigation; benchmark and validation of shape representation, analysis and modeling algorithms. This work will be of interest to researchers, students, and manufacturers in the fields of artificial intelligence, bioengineering, biomechanics, computational mechanics, computational vision, computer sciences, human motion, mathematics, medical imaging, medicine, pattern recognition and physics.  . ER -