| Description |
1 online resource : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 7570 |
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition and graphics |
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Lecture notes in computer science ; 7570
|
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LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
|
| Contents |
Spatio-temporal Regularization for Longitudinal Registration to an Unbiased 3D Individual Template / Nicolas Guizard, Vladimir S. Fonov, Daniel García-Lorenzo, Bérengère Aubert-Broche and Simon F. Eskildsen, et al. -- Local vs Global Descriptors of Hippocampus Shape Evolution for Alzheimer's Longitudinal Population Analysis / Jean-Baptiste Fiot, Laurent Risser, Laurent D. Cohen, Jurgen Fripp and François-Xavier Vialard -- Which Reorientation Framework for the Atlas-Based Comparison of Motion from Cardiac Image Sequences? / Nicolas Duchateau, Mathieu De Craene, Xavier Pennec, Beatriz Merino and Marta Sitges, et al. -- Elastic Demons: Characterizing Cortical Development in Neonates Using an Implicit Surface Registration / Paul C. Pearlman, Ivana Išgum, Karina J. Kersbergen, Manon J.N.L. Benders and Max A. Viergever, et al. -- A New Framework for Analyzing Structural Volume Changes of Longitudinal Brain MRI Data / Bérengère Aubert-Broche, Vladimir S. Fonov, Daniel García-Lorenzo, Abderazzak Mouiha and Nicolas Guizard, et al. -- 4D Segmentation of Longitudinal Brain MR Images with Consistent Cortical Thickness Measurement / Li Wang, Feng Shi, Gang Li and Dinggang Shen -- Mixed-Effects Shape Models for Estimating Longitudinal Changes in Anatomy / Manasi Datar, Prasanna Muralidharan, Abhishek Kumar, Sylvain Gouttard and Joseph Piven, et al. -- Unsupervised Learning of Shape Complexity: Application to Brain Development / Ahmed Serag, Ioannis S. Gousias, Antonios Makropoulos, Paul Aljabar and Joseph V. Hajnal, et al. -- Spatial-temporal Pharmacokinetic Model Based Registration of 4D Brain PET Data / Jieqing Jiao, Graham E. Searle, Andri C. Tziortzi, Cristian A. Salinas and Roger N. Gunn, et al. -- Predicting the Location of Glioma Recurrence after a Resection Surgery / Erin Stretton, Emmanuel Mandonnet, Ezequiel Geremia, Bjoern H. Menze and Hervé Delingette, et al. -- Tracking Metastatic Brain Tumors in Longitudinal Scans via Joint Image Registration and Labeling / Nicha Chitphakdithai, Veronica L. Chiang and James S. Duncan -- Motion-Based Segmentation for Cardiomyocyte Characterization / Xiaofeng Liu and Dirk Padfield -- Multi-temporal Globally-Optimal Dense 3-D Cell Segmentation and Tracking from Multi-photon Time-Lapse Movies of Live Tissue Microenvironments / Arunachalam Narayanaswamy, Amine Merouane, Antonio Peixoto, Ena Ladi and Paul Herzmark, et al |
| Summary |
This book constitutes the refereed proceedings of the Second International Workshop on Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, STIA 2012, held in conjunction with MICCAI 2012 in Nice, France, in October 2012. The 13 papers presented in this volume were carefully reviewed and selected from 22 submissions. They are organized in topical sections named: longitudinal registration and transport; spatio-temporal analysis for shapes; spatio-temporal analysis under appearance changes; and spatio-temporal analysis for biology |
| Analysis |
Computer science |
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Radiology, Medical |
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Computer software |
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Artificial intelligence |
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Computer graphics |
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Computer vision |
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Optical pattern recognition |
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Pattern Recognition |
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Imaging / Radiology |
| Bibliography |
Includes bibliographical references and author index |
| Subject |
Diagnostic imaging -- Data processing -- Congresses
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Computer vision -- Congresses
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Image processing -- Digital techniques -- Congresses
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Informatique.
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Computer vision
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Diagnostic imaging -- Data processing
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Image processing -- Digital techniques
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| Genre/Form |
Conference papers and proceedings
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Software.
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| Form |
Electronic book
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| Author |
Durrleman, Stanley
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International Conference on Medical Image Computing and Computer-Assisted Intervention (2012 : Nice, France)
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| ISBN |
9783642335556 |
|
3642335551 |
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