| Unique ID issued by UMIN | UMIN000049395 |
|---|---|
| Receipt number | R000056245 |
| Scientific Title | Evaluation of Patients with Osteoarthritis of the Knee by Ultrasonography |
| Date of disclosure of the study information | 2022/11/01 |
| Last modified on | 2026/03/08 17:49:36 |
Evaluation of Patients with Osteoarthritis of the Knee by Ultrasonography
Evaluation of Patients with Osteoarthritis of the Knee by Ultrasonography
Evaluation of Patients with Osteoarthritis of the Knee by Ultrasonography
Evaluation of Patients with Osteoarthritis of the Knee by Ultrasonography
| Japan |
osteoarthritis of the knee
| Orthopedics |
Others
NO
(1) To propose a new ultrasonographic (US) quantitative index for the diagnosis of Osteoarthritis of the knee (knee OA) and to validate its diagnostic ability and reproducibility. Furthermore, to perform radiomics analysis of US findings, find features of OA, clarify their diagnostic performance and compare them with the diagnostic performance in the quantitative assessment index in (i). Furthermore, to use deep learning to compare the diagnostic performance of (1) with that of (2).
Safety
Confirmatory
Clinical severity of knee osteoarthritis
Observational
| 40 | years-old | <= |
| 85 | years-old | >= |
Male and Female
A physician's final diagnosis of primary osteoarthritis of the knee
Other than primary knee arthritis.
Re-measurements by the same person are excluded.
Exclusion criteria are,
a) Patients undergoing supine knee radiography,
b) patients after knee arthroplasty,
c) patients after ACL reconstruction,
d) Patients who did not consent to participate in the study,
e) patients for whom data could not be collected due to the absence of a US examiner,
f) patients with lateral type knee OA,
g) patients with secondary knee OA (rheumatoid arthritis, gout/pseudogout, crystal-induced arthritis, idiopathic medial femoral condylar osteonecrosis).
500
| 1st name | TAKEHARU |
| Middle name | |
| Last name | KISO |
Medical Corporation Seireikai Tachikawa Memorial Hospital
radiology department
3091736
2-12-14 Yakumo, Kasama City, Ibaraki Prefecture
0296-477-7211
rms5641@yahoo.co.jp
| 1st name | TAKEHARU |
| Middle name | |
| Last name | KISO |
Medical Corporation Seireikai Tachikawa Memorial Hospital
radiology department
3091736
2-12-14 Yakumo, Kasama City, Ibaraki Prefecture
0296-477-7211
rms5641@yahoo.co.jp
Tsukuba International University
Tsukuba International University
Other
Tsukuba International University
6-20-1 Manabe, Tsuchiura-shi, Ibaraki
029-826-6000
s-kawata@tius.ac.jp
NO
| 2022 | Year | 11 | Month | 01 | Day |
Partially published
https://doi.org/10.1016/j.ejro.2025.100649
389
A total of 491 limbs (318 OA, 173 non-OA) were analyzed. A statistical model using SurfaceToVolumeRatio showed specificity 0.98 and sensitivity 0.47. Machine learning showed AUC 0.88 (0.80/0.82) for discriminant analysis and 0.87 (0.81/0.80) for logistic regression. Severity prediction showed AUC 0.92 (0.81/0.85). In CNN analysis, AlexNet improved AUC from 0.87 to 0.89 (p=0.036). ResNet50 showed sensitivity 80% and NPV 68%, and VGG16 showed sensitivity 94% and NPV 96%.
| 2025 | Year | 08 | Month | 30 | Day |
Completed
| 2022 | Year | 11 | Month | 01 | Day |
| 2024 | Year | 09 | Month | 08 | Day |
| 2022 | Year | 12 | Month | 01 | Day |
| 2026 | Year | 03 | Month | 31 | Day |
Patients who will visit Tachikawa Memorial Hospital from December 1, 2022 to March 31, 2026 for a standing knee X-ray examination. Age 40-85 years.
Criteria for analysis are as follows: Patients with primary osteoarthritis of the knee
| 2022 | Year | 11 | Month | 01 | Day |
| 2026 | Year | 03 | Month | 08 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000056245