Medical Image Computing and Computer Assisted Intervention – MICCAI 2023
Springer International Publishing (Verlag)
978-3-031-43897-4 (ISBN)
The 730 revised full papers presented were carefully reviewed and selected from a total of 2250 submissions. The papers are organized in the following topical sections:
Part I: Machine learning with limited supervision and machine learning - transfer learning;
Part II: Machine learning - learning strategies; machine learning - explainability, bias, and uncertainty;
Part III: Machine learning - explainability, bias and uncertainty; image segmentation;
Part IV: Image segmentation;
Part V: Computer-aided diagnosis;
Part VI: Computer-aided diagnosis; computational pathology;
Part VII: Clinical applications - abdomen; clinical applications - breast; clinical applications - cardiac; clinical applications - dermatology; clinical applications - fetal imaging; clinical applications - lung; clinical applications - musculoskeletal; clinical applications - oncology; clinical applications - ophthalmology; clinical applications - vascular;
Part VIII: Clinical applications - neuroimaging; microscopy;
Part IX: Image-guided intervention, surgical planning, and data science;
Part X: Image reconstruction and image registration.
Machine learning - explainability, bias and uncertainty.- image segmentation.
Erscheinungsdatum | 04.10.2023 |
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Reihe/Serie | Lecture Notes in Computer Science |
Zusatzinfo | XXXVIII, 771 p. 328 illus., 218 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 1223 g |
Themenwelt | Informatik ► Grafik / Design ► Digitale Bildverarbeitung |
Schlagworte | Animation • Applied Computing • Computational Biology • Computer Graphics • computer vision • Computing Methodologies • cross-computing tools and techniques • Decision Support Systems • image and video acquisition • life and medical sciences • machine learning • Shape modeling |
ISBN-10 | 3-031-43897-3 / 3031438973 |
ISBN-13 | 978-3-031-43897-4 / 9783031438974 |
Zustand | Neuware |
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