Machine Learning Meets Medical Imaging

First International Workshop, MLMMI 2015, Held in Conjunction with ICML 2015, Lille, France, July 11, 2015, Revised Selected Papers

AvKanwal Bhatia,Herve Lombaert

Häftad, Engelska, 2015

Del 9487 i serien Lecture Notes in Computer Science

441 kr

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Beskrivning

The papers communicate thespecific needs and nuances of medical imaging to the machine learning communitywhile exposing the medical imaging community to current trends in machinelearning.

Produktinformation

Utgivningsdatum:2015-12-30
Mått:155 x 235 x 12 mm
Vikt:190 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:105
Förlag:Springer International Publishing AG
ISBN:9783319279282

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Medicinsk bildbehandling inom Medicin

Innehållsförteckning

Retrospectivemotion correction of magnitude-input MR images.- Automatic Brain Localizationin Fetal MRI Using Superpixel Graphs.- Learning Deep Temporal Representationsfor fMRI Brain Decoding.- Modelling Non-Stationary and Non-SeparableSpatio-Temporal Changes in Neurodegeneration via Gaussian Process Convolution.-Improving MRI brain image classification with anatomical regional kernels.- AGraph Based Classification Method for Multiple Sclerosis Clinical Form UsingSupport Vector Machine.- Classification of Alzheimer’s Disease usingDiscriminant Manifolds of Hippocampus Shapes.- Transfer Learning for ProstateCancer Mapping Based on Multicentric MR imaging databases.

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