Machine Learning Meets Medical Imaging: First International Workshop, Mlmmi 2015, Held In Conjunction With Icml 2015, Lille, France, July 1 by Kanwal Bhatia

Machine Learning Meets Medical Imaging: First International Workshop, Mlmmi 2015, Held In Conjunction With Icml 2015, Lille, France, July 1

byKanwal BhatiaEditorHerve Lombaert

Paperback | December 30, 2015

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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.

 

Title:Machine Learning Meets Medical Imaging: First International Workshop, Mlmmi 2015, Held In Conjuncti...Format:PaperbackProduct dimensions:105 pages, 9.25 X 6.1 X 0 inShipping dimensions:105 pages, 9.25 X 6.1 X 0 inPublished:December 30, 2015Publisher:Springer-Verlag/Sci-Tech/TradeLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3319279289

ISBN - 13:9783319279282

Appropriate for ages: All ages

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Table of 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.