Medical image computing and computer assisted intervention -- MICCAI 2018 : 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings. Part I

Responsibility: Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger (eds.).
Digital: text file; PDF
Publication: Cham, Switzerland : Springer, 2018.
Physical description: 1 online resource (xxxi, 894 pages) : illustrations
Series: Lecture notes in computer science ; 11070.; LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.

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Description

Creators/Contributors

Meeting: International Conference on Medical Image Computing and Computer-Assisted Intervention (21st : 2018 : Granada, Spain)
Contributor: Frangi, Alejandro F., editor; Schnabel, Julia A., editor.; Davatzikos, Christos, editor.; Alberola-López, Carlos, editor.; Fichtinger, Gabor, editor.

Contents/Summary

Contents

Part I: Image Quality and Artefacts
Image Reconstruction Methods
Machine Learning in Medical Imaging
Statistical Analysis for Medical Imaging
Image Registration Methods. Part II: Optical and Histology Applications: Optical Imaging Applications
Histology Applications
Microscopy Applications
Optical Coherence Tomography and Other Optical Imaging Applications. Cardiac, Chest and Abdominal Applications: Cardiac Imaging Applications: Colorectal, Kidney and Liver Imaging Applications
Lung Imaging Applications
Breast Imaging Applications
Other Abdominal Applications. Part III: Diffusion Tensor Imaging and Functional MRI: Diffusion Tensor Imaging
Diffusion Weighted Imaging
Functional MRI
Human Connectome. Neuroimaging and Brain Segmentation Methods: Neuroimaging
Brain Segmentation Methods. Part IV: Computer Assisted Intervention: Image Guided Interventions and Surgery
Surgical Planning, Simulation and Work Flow Analysis
Visualization and Augmented Reality. Image Segmentation Methods: General Image Segmentation Methods, Measures and Applications
Multi-Organ Segmentation
Abdominal Segmentation Methods
Cardiac Segmentation Methods
Chest, Lung and Spine Segmentation
Other Segmentation Applications. .
(source: Nielsen Book Data)

Publisher's summary

The four-volume set LNCS 11070, 11071, 11072, and 11073 constitutes the refereed proceedings of the 21st International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2018, held in Granada, Spain, in September 2018. The 373 revised full papers presented were carefully reviewed and selected from 1068 submissions in a double-blind review process. The papers have been organized in the following topical sections: Part I: Image Quality and Artefacts; Image Reconstruction Methods; Machine Learning in Medical Imaging; Statistical Analysis for Medical Imaging; Image Registration Methods. Part II: Optical and Histology Applications: Optical Imaging Applications; Histology Applications; Microscopy Applications; Optical Coherence Tomography and Other Optical Imaging Applications. Cardiac, Chest and Abdominal Applications: Cardiac Imaging Applications: Colorectal, Kidney and Liver Imaging Applications; Lung Imaging Applications; Breast Imaging Applications; Other Abdominal Applications. Part III: Diffusion Tensor Imaging and Functional MRI: Diffusion Tensor Imaging; Diffusion Weighted Imaging; Functional MRI; Human Connectome. Neuroimaging and Brain Segmentation Methods: Neuroimaging; Brain Segmentation Methods. Part IV: Computer Assisted Intervention: Image Guided Interventions and Surgery; Surgical Planning, Simulation and Work Flow Analysis; Visualization and Augmented Reality. Image Segmentation Methods: General Image Segmentation Methods, Measures and Applications; Multi-Organ Segmentation; Abdominal Segmentation Methods; Cardiac Segmentation Methods; Chest, Lung and Spine Segmentation; Other Segmentation Applications. .
(source: Nielsen Book Data)

Subjects

Subjects: Diagnostic imaging > Data processing > Congresses.; Computer-assisted surgery > Congresses.; Artificial intelligence.; Pattern recognition.; Health & safety aspects of IT.; Network hardware.; Image processing.; Computers > Intelligence (AI) & Semantics.; Computers > Computer Vision & Pattern Recognition.; Medical > General.; Computers > Hardware > Network Hardware.; Computers > Computer Graphics.; Computer-assisted surgery.; Diagnostic imaging > Data processing.

Bibliographic information

Publication date: 2018
Title variation: MICCAI
Series: Lecture notes in computer science ; 11070; LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Note: International conference proceedings.; Includes author index.
ISBN: 9783030009281 (electronic bk.); 3030009289 (electronic bk.); 3030009270; 9783030009274; 9783030009298 (print); 3030009297; 9783030009274 (print)
DOI: 10.1007/978-3-030-00928-1

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