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Updated: May 20, 2026

Automated Joint Space Detection Improves Bone Segmentation Accuracy
Published on: November 28, 2025
Diffusion-weighted MRI of bone marrow oedema, soft tissue oedema and synovitis in paediatric patients: feasibility
Henning Neubauer1, Laura Evangelista, Henner Morbach
1Institute of Radiology, Department of Paediatric Radiology, University Hospital Wuerzburg, Josef-Schneider-Straße 2, 97080, Wuerzburg, Germany. neubauer@roentgen.uni-wuerzburg.de.
Background:
MRI has become the mainstay of diagnostic imaging in paediatric rheumatology for lesion detection, differential diagnosis and therapy surveillance. MR imaging of synovitis, in particular, is indispensable for early diagnosis and follow-up in arthritis patients. We used diffusion-weighted MRI (DWI) as a new imaging modality in comparison to standard MRI sequences to study bone marrow oedema, soft-tissue oedema and synovitis in paediatric patients.
Methods:
A total of 52 patients (mean age 11 ± 5 years) with bone marrow oedema (n = 31), soft-tissue oedema (n = 20) and synovitis (n = 15) were examined with transversal diffusion-weighted single-shot echoplanar imaging in addition to standard MR sequences (T2W TIRM, T1W pre- and post-contrast). Diffusion-weighted images were used for lesion detection and apparent diffusion coefficient (ADC, unit × 10-3 mm2/s) values were measured with ROI technique on ADC maps.
Results:
In 50 of 52 patients, DWI delineated the lesion of interest corresponding to pathological signal increase on standard sequences. Mean ADC was 1.60 ± 0.14 (range 1.38 - 1.99) in osseous lesions, 1.72 ± 0.31 (range 1.43 - 2.56) in soft tissue oedema and 2.82 ± 0.24 (range 2.47 - 3.18) for joint effusion (ANOVA p < 0.001). No significant difference in mean ADC was seen for inflammatory vs. non-inflammatory lesions. Relative signal intensity of oedema was similar for DWI and T2W TIRM. DWI visualised synovial restricted diffusion with a mean ADC of 2.12 ± 0.45 in 12 of 15 patients with synovitis.
Conclusions:
Diffusion-weighted MRI reliably visualises osseous and soft tissue oedema, as compared to standard sequences. DWI of synovitis is feasible in large joints and presents a novel approach to contrast-free imaging of synovitis. Whole-body DWI for chronic non-bacterial osteomyelitis should be evaluated in future studies.
Insights
Diffusion-weighted MRI (DWI) effectively detects bone and soft tissue edema in pediatric patients, offering a new contrast-free method for imaging synovitis. Further studies should explore whole-body DWI for chronic osteomyelitis.
Area of Science:
- Paediatric rheumatology
- Diagnostic imaging
- Medical imaging
Background:
- MRI is essential in paediatric rheumatology for diagnosis and monitoring.
- Imaging synovitis is crucial for early arthritis detection and follow-up.
- Diffusion-weighted MRI (DWI) is explored as a novel imaging modality.
Purpose of the Study:
- To compare DWI with standard MRI sequences for evaluating bone marrow edema, soft tissue edema, and synovitis in pediatric patients.
- To assess the efficacy of DWI in lesion detection and characterization.
Main Methods:
- 52 pediatric patients with edema or synovitis underwent DWI and standard MRI sequences (T2W TIRM, T1W pre/post-contrast).
- Apparent Diffusion Coefficient (ADC) values were measured from ADC maps.
- Lesion detection and signal intensity were compared between DWI and standard sequences.
Main Results:
- DWI accurately delineated lesions in 50/52 patients, correlating with standard MRI findings.
- Mean ADC values varied significantly across lesion types (osseous, soft tissue, joint effusion).
- DWI visualized synovial restricted diffusion in 12/15 patients with synovitis, demonstrating a novel contrast-free approach.
Conclusions:
- DWI reliably visualizes osseous and soft tissue edema compared to standard MRI.
- DWI is a feasible and novel contrast-free imaging technique for synovitis in large joints.
- Future research should investigate whole-body DWI for chronic non-bacterial osteomyelitis.
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