A Patch-based Student-Teacher Pyramid Matching Approach to Anomaly Detection in 3D Magnetic Resonance Imaging

Johannes Schwarz; Lena Will; Jörg Wellmer; Axel Mosig

2024 MIDL MIDL 2024

A Patch-based Student-Teacher Pyramid Matching Approach to Anomaly Detection in 3D Magnetic Resonance Imaging

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Healthcare & Medicine

Authors

Johannes Schwarz, Lena Will, Jörg Wellmer, Axel Mosig

Topics

Deep Learning > Techniques > Pretraining Healthcare & Medicine > Clinical > Medical Imaging

Keywords

anomaly detection self-supervised pretraining 3d mri axial-coronal-sagittal convolutions patch-based student-teacher feature pyramid matching

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