Coverart for item
The Resource Machine learning meets medical imaging : first International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, Revised selected papers, Kanwal K. Bhatia, Herve Lombaert (eds.)

Machine learning meets medical imaging : first International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, Revised selected papers, Kanwal K. Bhatia, Herve Lombaert (eds.)

Label
Machine learning meets medical imaging : first International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, Revised selected papers
Title
Machine learning meets medical imaging
Title remainder
first International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, Revised selected papers
Statement of responsibility
Kanwal K. Bhatia, Herve Lombaert (eds.)
Title variation
MLMMI 2015
Creator
Contributor
Editor
Subject
Genre
Language
eng
Summary
This book constitutes the revised selected papers of the First International Workshop on Machine Learning in Medical Imaging, MLMMI 2015, held in July 2015 in Lille, France, in conjunction with the 32nd International Conference on Machine Learning, ICML 2015. The 10 papers presented in this volume were carefully reviewed and selected for inclusion in the book. The papers communicate the specific needs and nuances of medical imaging to the machine learning community while exposing the medical imaging community to current trends in machine learning
Member of
Cataloging source
GW5XE
Dewey number
006.3/1
Illustrations
illustrations
Index
no index present
LC call number
Q325.5
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2015
http://bibfra.me/vocab/lite/meetingName
International Workshop on Medical Learning Meets Medical Imaging
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Bhatia, Kanwal K.
  • Lombaert, Herve
Series statement
  • Lecture notes in computer science,
  • LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Series volume
9487
http://library.link/vocab/subjectName
  • Machine learning
  • Artificial intelligence
  • Diagnostic imaging
  • Artificial intelligence
  • Diagnostic imaging
  • Machine learning
  • Computer Science
  • Image Processing and Computer Vision
  • Artificial Intelligence (incl. Robotics)
  • Computational Biology/Bioinformatics
  • Pattern Recognition
  • Algorithm Analysis and Problem Complexity
  • Computation by Abstract Devices
  • Computers
  • Computers
  • Computers
  • Computers
  • Computers
  • Artificial intelligence
  • Life sciences: general issues
  • Pattern recognition
  • Algorithms & data structures
  • User interface design & usability
  • Computers
  • Image processing
Label
Machine learning meets medical imaging : first International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, Revised selected papers, Kanwal K. Bhatia, Herve Lombaert (eds.)
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-27929-9
Instantiates
Publication
Note
Includes author index
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Retrospective motion correction of magnitude-input MR images -- Automatic Brain Localization in Fetal MRI Using Superpixel Graphs -- Learning Deep Temporal Representations for fMRI Brain Decoding -- Modelling Non-Stationary and Non-Separable Spatio-Temporal Changes in Neurodegeneration via Gaussian Process Convolution -- Improving MRI brain image classification with anatomical regional kernels -- A Graph Based Classification Method for Multiple Sclerosis Clinical Form Using Support Vector Machine -- Classification of Alzheimer's Disease using Discriminant Manifolds of Hippocampus Shapes -- Transfer Learning for Prostate Cancer Mapping Based on Multicentric MR imaging databases
Dimensions
unknown
Extent
1 online resource (x, 105 pages)
File format
unknown
Form of item
online
Isbn
9783319279299
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-27929-9
Other physical details
color illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)934518214
  • (OCoLC)ocn934518214
Label
Machine learning meets medical imaging : first International Workshop, MLMMI 2015, held in conjunction with ICML 2015, Lille, France, July 11, 2015, Revised selected papers, Kanwal K. Bhatia, Herve Lombaert (eds.)
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-27929-9
Publication
Note
Includes author index
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Retrospective motion correction of magnitude-input MR images -- Automatic Brain Localization in Fetal MRI Using Superpixel Graphs -- Learning Deep Temporal Representations for fMRI Brain Decoding -- Modelling Non-Stationary and Non-Separable Spatio-Temporal Changes in Neurodegeneration via Gaussian Process Convolution -- Improving MRI brain image classification with anatomical regional kernels -- A Graph Based Classification Method for Multiple Sclerosis Clinical Form Using Support Vector Machine -- Classification of Alzheimer's Disease using Discriminant Manifolds of Hippocampus Shapes -- Transfer Learning for Prostate Cancer Mapping Based on Multicentric MR imaging databases
Dimensions
unknown
Extent
1 online resource (x, 105 pages)
File format
unknown
Form of item
online
Isbn
9783319279299
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-27929-9
Other physical details
color illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)934518214
  • (OCoLC)ocn934518214

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