Automatic modic changes classification in spinal MRI

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....

Bibliográfalaš dieđut
Váldodahkkit:	Jamaludin, A, Kadir, T, Zisserman, A
Materiálatiipa:	Conference item
Almmustuhtton:	Springer 2016

Geahča maid

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Dahkki: Luciano Miller Reis Rodrigues, et al.
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Dynamic Stabilisation in the Treatment of Degenerative Disc Disease with Modic Changes
Dahkki: Olcay Eser, et al.
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Association of Modic Changes with Low Chronic Low Back Pain
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Radiological outcomes of 360° lumbar fusion in patients with Modic changes
Dahkki: Evgenii S. Baikov, et al.
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Lubricin expression in the lumbar endplate and its association with Modic changes
Dahkki: Junhui Liu, et al.
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Loading of the Spine in Low Back Pain Patients Does Not Induce MRI Changes in Modic Lesions: A Prospective Clinical Study
Dahkki: Hanna Hebelka, et al.
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Complete Blood Count-Derived Inflammation Indices in lumbar Modic Changes
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Clinical and Radiological Outcomes of Cervical Disc Arthroplasty in Patients with Modic Change
Dahkki: Yifei Deng, et al.
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The effects of lumbar fusion and non-fusion surgery on the development of Modic changes
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Association between device-measured physical activity and lumbar Modic changes
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Characteristics of Modic changes in cervical kyphosis and their association with axial neck pain
Dahkki: An YH, et al.
Almmustuhtton: (2017-07-01)

The clinical significance and inter-observer reliability of the modic changes grading score
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Prevalence, Patterns, and Genetic Association Analysis of Modic Vertebral Endplate Changes
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Correlation between gene expression and MRI STIR signals in patients with chronic low back pain and Modic changes indicates immune involvement
Dahkki: Maria Dehli Vigeland, et al.
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CD90-positive stromal cells associate with inflammatory and fibrotic changes in modic changes
Dahkki: Stefan Dudli, et al.
Almmustuhtton: (2022-09-01)

The correlation between the change of Hounsfield units value and Modic changes in the lumbar vertebral endplate
Dahkki: Jiandong Zhu, et al.
Almmustuhtton: (2021-06-01)

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Almmustuhtton: (2024-07-01)

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Almmustuhtton: (2011-01-01)

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