Medical Image Understanding and Analysis
21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11–13, 2017, Proceedings
Seiten
2017
|
1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-60963-8 (ISBN)
Springer International Publishing (Verlag)
978-3-319-60963-8 (ISBN)
This book constitutes the refereed proceedings of the 21st Annual Conference on Medical Image Understanding and Analysis, MIUA 2017, held in Edinburgh, UK, in July 2017.
The 82 revised full papers presented were carefully reviewed and selected from 105 submissions. The papers are organized in topical sections on retinal imaging, ultrasound imaging, cardiovascular imaging, oncology imaging, mammography image analysis, image enhancement and alignment, modeling and segmentation of preclinical, body and histological imaging, feature detection and classification.
The chapters 'Model-Based Correction of Segmentation Errors in Digitised Histological Images' and 'Unsupervised Superpixel-Based Segmentation of Histopathological Images with Consensus Clustering' are open access under a CC BY 4.0 license.
The 82 revised full papers presented were carefully reviewed and selected from 105 submissions. The papers are organized in topical sections on retinal imaging, ultrasound imaging, cardiovascular imaging, oncology imaging, mammography image analysis, image enhancement and alignment, modeling and segmentation of preclinical, body and histological imaging, feature detection and classification.
The chapters 'Model-Based Correction of Segmentation Errors in Digitised Histological Images' and 'Unsupervised Superpixel-Based Segmentation of Histopathological Images with Consensus Clustering' are open access under a CC BY 4.0 license.
Retinal Imaging.- Ultrasound Imaging.- Cardiovascular Imaging.- Oncology Imaging.- Mammography Image Analysis.- Image Enhancement and Alignment.- Modeling and Segmentation of Preclinical, Body and Histological Imaging.- Feature Detection and Classification.
| Erscheinungsdatum | 05.07.2017 |
|---|---|
| Reihe/Serie | Communications in Computer and Information Science |
| Zusatzinfo | XIX, 950 p. 421 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 1460 g |
| Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
| Schlagworte | algorithms • Applications • Artificial Intelligence • artificial intelligence (incl. robotics) • classification • Computed tomography (CT) • Computer Aided Diagnosis • Computer Science • computer vision • conference proceedings • convolutional neural networks • Cross-validation • Data Mining • data mining and knowledge discovery • Deep learning • diagnostic imaging • Digital Pathology • Expert systems / knowledge-based systems • image coding • Image Processing • image processing and computer vision • image reconstruction • Image Retrieval • Image Segmentation • Informatics • machine learning • Neural networks • pattern recognition • Research • Robotics • Support Vector Machines (SVM) • ultrasound images |
| ISBN-10 | 3-319-60963-7 / 3319609637 |
| ISBN-13 | 978-3-319-60963-8 / 9783319609638 |
| Zustand | Neuware |
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