Coverart for item
The Resource Computational Diffusion MRI : International MICCAI Workshop, Granada, Spain, September 2018, edited by Elisenda Bonet-Carne, Francesco Grussu, Lipeng Ning, Farshid Sepehrband, Chantal M. W. Tax, (electronic resource)

Computational Diffusion MRI : International MICCAI Workshop, Granada, Spain, September 2018, edited by Elisenda Bonet-Carne, Francesco Grussu, Lipeng Ning, Farshid Sepehrband, Chantal M. W. Tax, (electronic resource)

Label
Computational Diffusion MRI : International MICCAI Workshop, Granada, Spain, September 2018
Title
Computational Diffusion MRI
Title remainder
International MICCAI Workshop, Granada, Spain, September 2018
Statement of responsibility
edited by Elisenda Bonet-Carne, Francesco Grussu, Lipeng Ning, Farshid Sepehrband, Chantal M. W. Tax
Contributor
Editor
Editor
Provider
Subject
Language
eng
Summary
This volume gathers papers presented at the Workshop on Computational Diffusion MRI (CDMRI'18), which was held under the auspices of the International Conference on Medical Image Computing and Computer Assisted Intervention in Granada, Spain on September 20, 2018. It presents the latest developments in the highly active and rapidly growing field of diffusion MRI. The reader will find papers on a broad range of topics, from the mathematical foundations of the diffusion process and signal generation, to new computational methods and estimation techniques for the in-vivo recovery of microstructural and connectivity features, as well as harmonisation and frontline applications in research and clinical practice. The respective papers constitute invited works from high-profile researchers with a specific focus on three topics that are now gaining momentum within the diffusion MRI community: i) machine learning for diffusion MRI; ii) diffusion MRI outside the brain (e.g. in the placenta); and iii) diffusion MRI for multimodal imaging. The book shares new perspectives on the latest research challenges for those currently working in the field, but also offers a valuable starting point for anyone interested in learning computational techniques in diffusion MRI. It includes rigorous mathematical derivations, a wealth of full-colour visualisations, and clinically relevant results. As such, it will be of interest to researchers and practitioners in the fields of computer science, MRI physics and applied mathematics alike.
Member of
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • mhMDvakcP8A
  • C05Mm5gUuAM
  • -ac7HugGJGo
  • X2AB8aXoN3o
  • iNBL_npTndg
Image bit depth
0
LC call number
  • QH323.5
  • QH324.2-324.25
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Bonet-Carne, Elisenda.
  • Grussu, Francesco.
  • Ning, Lipeng.
  • Sepehrband, Farshid.
  • Tax, Chantal M. W.
  • SpringerLink
Series statement
Mathematics and Visualization,
http://library.link/vocab/subjectName
  • Electronic data processing
  • Computer science
  • Computer vision
  • Computer simulation
  • Artificial intelligence
  • Mathematical and Computational Biology
  • Numeric Computing
  • Math Applications in Computer Science
  • Image Processing and Computer Vision
  • Simulation and Modeling
  • Artificial Intelligence
Label
Computational Diffusion MRI : International MICCAI Workshop, Granada, Spain, September 2018, edited by Elisenda Bonet-Carne, Francesco Grussu, Lipeng Ning, Farshid Sepehrband, Chantal M. W. Tax, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Part I Diffusion MRI signal acquisition and processing strategies -- Part II Machine learning for diffusion MRI -- Part III Diffusion MRI signal harmonisation -- Part IV Diffusion MRI outside the brain and clinical applications -- Part V Tractography and connectivity mapping -- Index
Dimensions
unknown
Extent
XII, 390 p. 125 illus., 109 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783030058319
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-030-05831-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-030-05831-9
Label
Computational Diffusion MRI : International MICCAI Workshop, Granada, Spain, September 2018, edited by Elisenda Bonet-Carne, Francesco Grussu, Lipeng Ning, Farshid Sepehrband, Chantal M. W. Tax, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Part I Diffusion MRI signal acquisition and processing strategies -- Part II Machine learning for diffusion MRI -- Part III Diffusion MRI signal harmonisation -- Part IV Diffusion MRI outside the brain and clinical applications -- Part V Tractography and connectivity mapping -- Index
Dimensions
unknown
Extent
XII, 390 p. 125 illus., 109 illus. in color.
File format
multiple file formats
Form of item
electronic
Isbn
9783030058319
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-030-05831-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-3-030-05831-9

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