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

Second International Workshop, BrainLes 2016, with the Challenges on BRATS, ISLES and mTOP 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers

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

Buch | Softcover

XI, 292 Seiten

2017 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-55523-2 (ISBN)

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This book constitutes the thoroughly refereed post-workshop proceedings of the International Workshop on Brain Lesion, as well as the challenges on Brain Tumor Segmentation (BRATS), Ischemic Stroke Lesion Image Segmentation (ISLES), and the Mild Traumatic Brain Injury Outcome Prediction (mTOP), held in Athens, October 17, 2016, in conjunction with the International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2016.

The 26 papers presented in this volume were carefully reviewed. They present the latest advances in segmentation, disease prognosis and other applications to the clinical context.

Brain Lesion.- Brain Tumor Segmentation (BRATS).- I schemic Stroke Lesion Image Segmentation (ISLES), Mild Traumatic Brain Injury Outcome Prediction (mTOP).

Erscheinungsdatum	10.05.2017
Reihe/Serie	Image Processing, Computer Vision, Pattern Recognition, and Graphics
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XI, 292 p. 110 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	466 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Schlagworte	Algorithm analysis and problem complexity • algorithms and data structures • Applications • Artificial Intelligence • artificial intelligence (incl. robotics) • Brain cancer • Brain Image Analysis • clinicalprognosis • complex networks • Computer Science • computer vision • conference proceedings • Database • Data Mining • data mining and knowledge discovery • Deep learning • deep neural networks • Expert systems / knowledge-based systems • Glioma • graph theory • health and safety aspects of IT • Health Informatics • Image Processing • image processing and computer vision • Image Segmentation • Informatics • life and medical sciences • Medical Imaging • MRI • Multiple Sclerosis • pattern recognition • probabilistic model • Research • Robotics • Segmentation • statistical pattern recognition • trauma brain injuries • Validation
ISBN-10	3-319-55523-5 / 3319555235
ISBN-13	978-3-319-55523-2 / 9783319555232
Zustand	Neuware