Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries

First International Workshop, Brainles 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Revised Selected Papers

Alessandro Crimi, Bjoern Menze, Oskar Maier, Mauricio Reyes, Heinz Handels (Herausgeber)

Buch | Softcover

IX, 298 Seiten

2016 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-30857-9 (ISBN)

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This bookconstitutes the thoroughly refereed post-workshop proceedings of theInternational Workshop on Brain Lesion (BrainLes), Brain Tumor Segmentation (BRATS) andIschemic Stroke Lesion Segmentation (ISLES), held in Munich, Germany, onOctober 5, 2015, in conjunction with the International Conference on Conferenceon Medical Image Computing and Computer-Assisted Intervention, MICCAI 2015.

The 25papers presented in this volume were carefully reviewed and selected from 28submissions. They are grouped around the following topics: brain lesion imageanalysis; brain tumor image segmentation; ischemic stroke lesion imagesegmentation.

Brain lesion image analysis.- Brain tumor image segmentation.- Ischemic stroke lesion image segmentation.

Erscheinungsdatum	08.10.2016
Reihe/Serie	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	IX, 298 p. 117 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Schlagworte	Applications • Brain cancer • clinical prognosis • Computer Science • conference proceedings • Deep learning • Glioma • Image Processing • image processing and computer vision • Image Segmentation • Informatics • level set • life and medical sciences • machine learning • Magnetic Resonance Imaging • multimodal MRI • Multiple Sclerosis • probabilistic model • random forests • registration • Research • Segmentation • structured learning • supervised learning • trauma brain injuries • Unsupervised Learning
ISBN-10	3-319-30857-2 / 3319308572
ISBN-13	978-3-319-30857-9 / 9783319308579
Zustand	Neuware