Automatic modic changes classification in spinal MRI
This paper describes a novel automatic system for Modic changes classification of vertebral endplates. Modic changes are classes of vertebral degenerations visible as intensity variations in magnetic resonance images (MRI). The system operates on T1 and T2 MRI. We introduce three main novelties: 1....
Huvudupphovsmän: | Jamaludin, A, Kadir, T, Zisserman, A |
---|---|
Materialtyp: | Conference item |
Publicerad: |
Springer
2016
|
Liknande verk
Liknande verk
-
SpineNet: automatically pinpointing classification evidence in spinal MRIs
av: Jamaludin, A, et al.
Publicerad: (2016) -
Automatic Detection and Classification of Modic Changes in MRI Images Using Deep Learning: Intelligent Assisted Diagnosis System
av: Gang Liu, et al.
Publicerad: (2024-01-01) -
SpineNet: Automated classification and evidence visualization in spinal MRIs
av: Jamaludin, A, et al.
Publicerad: (2017) -
Radiological Grading of Spinal MRI
av: Lootus, M, et al.
Publicerad: (2015) -
Comparing image normalization techniques in an end-to-end model for automated modic changes classification from MRI images
av: Andrea Cina, et al.
Publicerad: (2024-01-01)