Lesion Segmentation in Surgical and Diagnostic Applications

MICCAI 2022 Challenges, CuRIOUS 2022, KiPA 2022 and MELA 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18–22, 2022, Proceedings

Yiming Xiao, Guanyu Yang, Shuang Song (Herausgeber)

Buch | Softcover

XVIII, 87 Seiten

2023 | 1st ed. 2023
Springer International Publishing (Verlag)
978-3-031-27323-0 (ISBN)

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This book constitutes three challenges that were held in conjunction with the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which took place in Singapore in September 2022.
The peer-reviewed 10 papers included in this volume stem from the following three challenges:

Kidney Parsing Challenge 2022: Multi-Structure Segmentation for Renal Cancer Treatment (KiPA 2022)
The 2022 Correction of Brain Shift with Intra-Operative Ultrasound-Segmentation Challenge (CuRIOUS-SEG 2022)
The 2022 Mediastinal Lesion Analysis Challenge (MELA 2022)

Erscheinungsdatum	15.03.2023
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XVIII, 87 p. 25 illus., 24 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	177 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
Schlagworte	anomaly localization • Artificial Intelligence • brain tumor • computer vision • CT • domain shift and generalization • Image Analysis • Image-Guided Surgery • Image Processing • Image Quality • image reconstruction • Image Segmentation • intra-operative ultrasound • machine learning • MICCAI Challenge • Multi-modality • Neural networks • Object detection • optimisation • pattern recognition • segmentation methods • self-supervised learning • Signal Detection • Signal Processing • tumor diagnosis and mitosis detection • Unsupervised Learning
ISBN-10	3-031-27323-0 / 3031273230
ISBN-13	978-3-031-27323-0 / 9783031273230
Zustand	Neuware