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Conference CMMI (Workshop) (5th : 2017 : Quebec, Quebec)
Title Molecular imaging, reconstruction and analysis of moving body organs, and stroke imaging and treatment : fifth International Workshop, CMMI 2017, second International Workshop, RAMBO 2017, and first International Workshop, SWITCH 2017, held in conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, 2017, Proceedings / M. Jorge Cardoso, Tal Arbel et al. (eds.).
Imprint Cham, Switzerland : Springer, 2017.

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Conference CMMI (Workshop) (5th : 2017 : Quebec, Quebec)
Series Lecture notes in computer science, 0302-9743 ; 10555
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Lecture notes in computer science ; 10555. 0302-9743
LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.
Subject Diagnostic imaging -- Digital techniques -- Congresses.
Alt Name Cardoso, M. Jorge,
Arbel, Tal,
RAMBO (Workshop) (2nd : 2017 : Quebec, Quebec), jointly held conference.
SWITCH (Workshop) (1st : 2017 : Quebec, Quebec), jointly held conference.
International Conference on Medical Image Computing and Computer-Assisted Intervention (20th : 2017 : Quebec, Quebec), jointly held conference.
Add Title CMMI 2017
RAMBO 2017
SWITCH 2017
Description 1 online resource (xv, 186 pages) : illustrations
Note International conference proceedings.
Online resource; title from PDF title page (SpringerLink, viewed September 15, 2017).
Summary This book constitutes the refereed joint proceedings of the International Workshop on Computational Methods for Molecular Imaging, CMMI 2017, the International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2017, and the International Stroke Workshop: Imaging and Treatment Challenges, SWITCH 2017, held in conjunction with the 20th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2017, in Quebec City, QC, Canada, in September 2017. The 5 full papers presented at FIFI 2017, the 9 full papers presented at RAMBO 2017, and the 4 full papers presented at SWITCH 2017 were carefully reviewed and selected. The CMMI papers cover various areas from image synthesis to data analysis and from clinical diagnosis to therapy individualization, using molecular imaging modalities PET, SPECT, PET/CT, SPECT/CT, and PET/MR. The RAMBO papers present research from both academia and industry, They are organized into the categories "registration and tracking" and "image reconstruction and information retrieval" while application areas include cardiac, pulmonal, abdominal, fetal, and renal imaging. The SWITCH papers focus on CT(A)-based quantitative imaging biomarkers for stroke.
Contents Intro -- Workshop Editors -- Preface CMMI 2017 -- Organization -- Preface RAMBO 2017 -- Organization -- Preface SWITCH 2017 -- Organization -- Contents -- Fifth International Workshop on Computational Methods for Molecular Imaging, CMMI 2017 -- 3D Lymphoma Segmentation in PET/CT Images Based on Fully Connected CRFs -- Abstract -- 1 Introduction -- 2 Method -- 2.1 The Fully Connected CRFs Model -- 2.2 Inference of CRFs Model -- 3 Evaluation and Results -- 3.1 Database -- 3.2 Evaluation Metrics -- 3.3 Estimation of the Parameters in CRF Model -- 3.4 Results -- 4 Conclusion and Perspectives
2.2 Materials and Implementation Details -- 3 Evaluation -- 3.1 Experimental Results for PET Image Synthesis -- 3.2 Using Synthetic PET Images for Training -- 4 Discussion -- 5 Conclusion -- References -- Second International Workshop on Reconstruction and Analysis of Moving Body Organs, RAMBO 2017 -- Dynamic Respiratory Motion Estimation Using Patch-Based Kernel-PCA Priors for Lung Cancer Radiotherapy -- Abstract -- 1 Introduction -- 2 Method -- 2.1 Statistical Respiratory Motion Patterns -- 2.2 Patch-Based Linear and Nonlinear Motion Estimation -- 3 Results -- 4 Conclusion -- References
Mass Transportation for Deformable Image Registration with Application to Lung CT -- 1 Introduction -- 2 Methods -- 3 Experiments and Results -- 4 Discussion and Conclusions -- References -- Motion-Robust Spatially Constrained Parameter Estimation in Renal Diffusion-Weighted MRI by 3D Motion Tracking and Correction of Sequential Slices -- 1 Introduction -- 2 Methods -- 2.1 Renal DW-MRI Acquisition -- 2.2 3D Motion Tracking and Correction of Sequentially Acquired Slices -- 2.3 Spatially Constrained IVIM Parameter Estimation -- 2.4 Weighted Least Squares Diffusion Tensor Model Estimation
ISBN 9783319675640 (electronic bk.)
3319675648 (electronic bk.)
9783319675657 (print)
3319675656
9783319675633 (print)
331967563X
ISBN/ISSN 10.1007/978-3-319-67564-0
OCLC # 1003854331
Additional Format Printed edition: 9783319675633


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