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Aug. 11, 2022

Aug. 11, 2022

jRCT1040220052

Observational study to establish evaluation method for vascular abnormalities using deep learning

Radiological study for vascular anomalies using AI

Michio Ozeki

Gifu University Hospital

1-1, yanagito, Gifu-shi, Gifu

+81-58-230-6000

michioo@gifu-u.ac.jp

Michio Ozeki

Gifu University Hospital

1-1, yanagito, Gifu-shi, Gifu

+81-58-230-6000

michioo@gifu-u.ac.jp

Recruiting

Aug. 11, 2022

20

Observational

1, A multicenter phase III investigator-initiated clinical trial (NPC-12T-LM study) conducted from 2017 to 2019 to investigate the efficacy and safety of NPC-12T (sirolimus) for intractable lymphatic disease, Multi-center, open-label, uncontrolled study to investigate the safety and efficacy of sirolimus for refractory vascular and lymphatic diseases (SRL-CVA-01 study, jRCTs031180290) started in 2017, and Conducted from 2020 to 2022, a multicenter phase III investigator-initiated clinical trial (NPC -12T-CVA)
2) Patients with evaluable MRI images
3) Patients who agreed to participate in this study

1) Patients with other than obvious vascular abnormalities
2) Patients with clearly different lesions and image artifacts such as bleeding and inflammation that are difficult to evaluate
3) Other patients who are judged to be inappropriate by the principal investigator or co-investigator

No limit
No limit

Both

Vascular anomalies

hemangioma, vascular anomalies

D009383

Correlation coefficient between "lesion volume of vascular abnormalities measured by deep learning" and "lesion volume independently measured by two radiologists"

Correlation coefficient (ICC(2,1)) of analysis results of area and volume measured independently by two radiologists and a trained doctor
Differences in AI segmentation and correlation coefficients with different MRI images (fat-suppressed T2-weighted images, T1-weighted images, contrast-enhanced T1-weighted images, etc.)

Michio Ozeki
AMED
Applicable
Gifu University Medical Research Ethics Review Committee
1-1, yanagito, Gifu-shi, Gifu, Gifu

+81-582306000

rinri-shinsei@gifu-u.ac.jp
Approval

June. 06, 2022

No

none