Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance

First MICCAI Challenge, LISA 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings

Natasha Lepore, Marius George Linguraru (Herausgeber)

Buch | Softcover

IX, 71 Seiten

2025
Springer International Publishing (Verlag)
978-3-031-83010-5 (ISBN)

Noch nicht erschienen - erscheint am 13.03.2025
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This open access LNCS volume 15515 constitutes the refereed proceedings of the First MICCAI Challenge on Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance, LISA 2024, Held in Conjunction with MICCAI 2024, in Marrakesh, Morocco, in October 2024.

The 6 full papers presented were carefully reviewed and selected from 8 submissions. This MICCAI Challenge focuses on the development and evaluation of automatic image analysis and machine learning algorithms and Ultra-low-field brain imaging has the potential to become a transformative tool for both clinical and research applications.

Erscheint lt. Verlag	13.3.2025
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	IX, 71 p. 22 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Automatic segmentation • classification • deep leanring • dual-view learning • Feature learning • frequency masking • hippicampi • open access • Pediatrics • Quality Assessment • ultra low field magnetic resonance imaging
ISBN-10	3-031-83010-5 / 3031830105
ISBN-13	978-3-031-83010-5 / 9783031830105
Zustand	Neuware