Medical image computing and computer assisted intervention - MICCAI 2023 Part 1
Machine learning with limited supervision.- machine learning - transfer learning.
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| Weitere Verfasser: | , , , , , , |
| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Cham
Springer
2023
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| Schriftenreihe: | Lecture notes in computer science
14220 |
| Schlagworte: |
Angewandte Informatik
> Bildverarbeitung
> Biomedical engineering
> Biomedizinische Technik
> COMPUTERS / Artificial Intelligence
> COMPUTERS / Computer Vision & Pattern Recognition
> COMPUTERS / Data Processing / General
> Computer vision
> Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften
> EDUCATION / Computers & Technology
> Educational equipment & technology, computer-aided learning (CAL)
> Information technology: general issues
> Lehrmittel, Lerntechnologien, E-Learning
> Machine learning
> Maschinelles Lernen
> TECHNOLOGY & ENGINEERING / Biomedical
> Konferenzschrift
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| Zusammenfassung: | Machine learning with limited supervision.- machine learning - transfer learning. The ten-volume set LNCS 14220, 14221, 14222, 14223, 14224, 14225, 14226, 14227, 14228, and 14229 constitutes the refereed proceedings of the 26th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2023, which was held in Vancouver, Canada, in October 2023. 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 |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | xxxviii, 785 Seiten Illustrationen, Diagramme |
| ISBN: | 9783031439063 978-3-031-43906-3 |