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Software-Assisted Quantitative Measurement of Osteoarthritic Subchondral Bone Thickness
Published on: March 18, 2022
Preliminary validation of a web-based MRI scoring system for children with chronic nonbacterial osteomyelitis
Farzana Nuruzzaman1, T Shawn Sato2, Jennifer Stimec3
1Renaissance School of Medicine at Stony Brook University, Stony Brook, New York, USA. Farzana.nuruzzaman@stonybrookmedicine.edu.
Background:
The ChRonic nonbacterial Osteomyelitis Magnetic Resonance Imaging Scoring (CROMRIS) tool was developed to assess specific characteristics of bone and soft tissue inflammation on MR images of patients with CNO; however, this tool was labor intensive to utilize. We aimed (1) to refine and adapt this scoring method, (2) to assess the usability of this web-based CROMRIS system among radiologists and (3) to evaluate the absolute agreement of the components and summary CROMRIS scores at each body site, and the interrater reliability.
Methods:
We used a qualitative, user-centered design approach involving software developers, rheumatologists, radiologists, and a patient artist to adapt the paper-based scoring system to a web-based prototype that was further refined by monthly meetings between the group members. A clickable-schematic-based CROMRIS system was developed to include all body regions: head (skull/mandible), spine, torso (clavicle, sternum, and ribs), pelvis, hands, feet, arms, and legs. Readers scored individual bone units to indicate the presence of bone marrow hyperintensity on STIR images (score 0-1), soft tissue/periosteal hyperintensity of surrounding tissue (score 0-1), and bony expansion (score 0-1), and quantified the signal size of the CNO lesion (scores 1-3 defined as < 25%, 25-50%, or > 50% of the estimated volume, respectively). The sum of these parameters for lesions detected on fluid-sensitive sequences was the CROMIS Activity Index (maximum score 720). Feedback for usability was reported with descriptive content analysis and continuous variables as means and categorical variables as percentages. Interrater reliability was assessed by free-marginal kappa (k) statistics and the intraclass correlation coefficient (ICC).
Results:
The mean system usability score increased from 64.5 (below average) to 75 (above average) after user feedback. Interrater reliability for the CROMRIS Activity Index was excellent for clavicle, tibia, cervical and lumbar spines (> 0.9) and good to moderate for the remainder of the body regions. The mean kappa of each category of bones was > 0.6 demonstrating substantial interrater reliability among radiologists for the bone sites most affected by CNO, namely the long bones and clavicle.
Conclusion:
The web-based CROMRIS portal developed was usable and showed substantial-moderate agreement in the total CROMRIS Activity Index total scores among experienced radiologists after self-guided learning of the atlas and video. This tool can potentially be used in future clinical trials after calibration.
Insights
A new web-based system for scoring chronic nonbacterial osteomyelitis (CNO) using MRI is usable and reliable. This refined CROMRIS tool shows good agreement among radiologists for assessing CNO lesions.
Area of Science:
- Radiology
- Medical Imaging
- Rheumatology
Background:
- The original ChRonic nonbacterial Osteomyelitis Magnetic Resonance Imaging Scoring (CROMRIS) tool was labor-intensive.
- Chronic nonbacterial osteomyelitis (CNO) requires accurate assessment of bone and soft tissue inflammation via MRI.
- A need existed for a more efficient and reliable CNO scoring method.
Purpose of the Study:
- To refine and adapt the paper-based CROMRIS tool into a web-based system.
- To evaluate the usability of the web-based CROMRIS system among radiologists.
- To assess the agreement and interrater reliability of the CROMRIS scores across different body sites.
Main Methods:
- A user-centered design approach was employed, involving software developers, rheumatologists, and radiologists.
- A web-based prototype was developed and iteratively refined.
- Radiologists scored bone marrow hyperintensity, soft tissue/periosteal changes, bony expansion, and lesion size using the CROMRIS system. Interrater reliability was assessed using kappa statistics and intraclass correlation coefficients.
Main Results:
- System usability scores improved from below average (64.5) to above average (75) after user feedback.
- Excellent interrater reliability (ICC > 0.9) was observed for the CROMRIS Activity Index in the clavicle, tibia, and spines.
- Substantial interrater reliability (kappa > 0.6) was demonstrated among radiologists for key CNO-affected bone sites.
Conclusions:
- The developed web-based CROMRIS portal is usable and demonstrates substantial-to-moderate agreement among experienced radiologists.
- The tool shows good reliability for assessing CNO activity across various body regions.
- The refined CROMRIS system has potential for use in future clinical trials after calibration.
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