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Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance

Zhou, Weichen, Li, Jingyu, Wang, Xi, Wang, Yuwan, Lyu, Mengye

2025Lecture notes in computer science6 citationsDOIOpen Access PDF

Abstract

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.

Topics & Concepts

Computer scienceSegmentationMagnetic resonance imagingQuality assuranceImage segmentationComputer visionArtificial intelligenceField (mathematics)Image qualityImage (mathematics)RadiologyMedicineMathematicsExternal quality assessmentPathologyPure mathematicsAdvanced MRI Techniques and ApplicationsAtomic and Subatomic Physics ResearchMedical Imaging Techniques and Applications