Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries
Springer International Publishing (Verlag)
978-3-030-46639-8 (ISBN)
The two-volume set LNCS 11992 and 11993 constitutes the thoroughly refereed proceedings of the 5th International MICCAI Brainlesion Workshop, BrainLes 2019, the International Multimodal Brain Tumor Segmentation (BraTS) challenge, the Computational Precision Medicine: Radiology-Pathology Challenge on Brain Tumor Classification (CPM-RadPath) challenge, as well as the tutorial session on Tools Allowing Clinical Translation of Image Computing Algorithms (TACTICAL). These were held jointly at the Medical Image Computing for Computer Assisted Intervention Conference, MICCAI, in Shenzhen, China, in October 2019.
The revised selected papers presented in these volumes were organized in the following topical sections: brain lesion image analysis (12 selected papers from 32 submissions); brain tumor image segmentation (57 selected papers from 102 submissions); combined MRI and pathology brain tumor classification (4 selected papers from 5 submissions); tools allowing clinical translation of image computing algorithms (2 selected papers from 3 submissions.)
Brain Lesion Image Analysis.- Brain Tumor Image Segmentation.- Combined MRI and Pathology Brain Tumor Classification.- Tools Allowing Clinical Translation of Image Computing Algorithms.
| Erscheinungsdatum | 19.05.2020 |
|---|---|
| Reihe/Serie | Image Processing, Computer Vision, Pattern Recognition, and Graphics | Lecture Notes in Computer Science |
| Zusatzinfo | XVI, 400 p. 156 illus., 140 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 635 g |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Schlagworte | Applications • Artificial Intelligence • automatic segmentations • Bioinformatics • classification • Computer Networks • Computer Science • Computer systems • computer vision • conference proceedings • Correlation Analysis • Deep learning • Image Analysis • Image Processing • Image Segmentation • Informatics • machine learning • Medical Images • Neural networks • Object recognition • pattern recognition • Research • segmentation methods • Software Design • Software engineering |
| ISBN-10 | 3-030-46639-6 / 3030466396 |
| ISBN-13 | 978-3-030-46639-8 / 9783030466398 |
| Zustand | Neuware |
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