Unique ID issued by UMIN | UMIN000058545 |
---|---|
Receipt number | R000066451 |
Scientific Title | Evaluation of the effectiveness of cardiac cine MRI examinations using a combination of deep learning and compressed sensing |
Date of disclosure of the study information | 2025/07/22 |
Last modified on | 2025/07/22 14:57:38 |
Evaluation of the effectiveness of cardiac cine MRI examinations using compressed sensing and AI
Evaluation of the effectiveness of cardiac cine MRI examinations using CS and AI
Evaluation of the effectiveness of cardiac cine MRI examinations using a combination of deep learning and compressed sensing
Evaluation of the effectiveness of cardiac cine MRI examinations using AI and CS
Japan |
heart disease
Cardiology | Radiology |
Others
NO
Cardiac MRI is a useful examination that allows for a comprehensive evaluation of myocardial damage, myocardial contractility, myocardial blood flow, coronary artery stenosis, and hemodynamics without radiation exposure. Cine MRI is a method that synchronizes with an electrocardiogram to capture images of cardiac motion in a video-like manner, enabling quantitative and qualitative evaluation of cardiac function without the use of contrast agents. Compressed sensing (CS) is a technology that restores accurate images from a small amount of sampling data and is applied to cardiac MRI examinations. Setting a high acceleration factor (AF) in CS reduces duration time but degrades image quality. The newly introduced technology which combines CS with image reconstruction using deep learning (DL) enable to acquire high quality images. This technology is expected to reduce examination time while maintaining good image quality. The aim of this study is to assess the image quality and duration time using both this technology and conventional method.
Efficacy
Image quality evaluation
inspection time
Interventional
Single arm
Non-randomized
Open -no one is blinded
Self control
1
Diagnosis
Device,equipment |
Multiple acceleration factors (AF = 2, 5, 10, 15, etc.) are set for CS, and cine MRI is imaged using both the conventional method (cine MRI without DL) and cine MRI with DL. Images of the left ventricular short-axis view from the base to the apex of the heart are collected. The examination time is expected to be approximately 30 minutes. Image data will be transferred to a dedicated workstation for analysis of quantitative parameters used in image quality assessment and cardiac function analysis. These quantitative parameters, subjective image quality evaluations, and imaging time will be compared and contrasted with the conventional method.
20 | years-old | <= |
Not applicable |
Male and Female
1) Healthy volunteers aged 20 years or older with no history of heart disease
2) persons who have been informed about the research in advance and have given their consent
1) persons who could not give research consent
2) claustrophobic person
40
1st name | Sho |
Middle name | |
Last name | Akasaka |
Ehime University Hospital
radiology
791-0295
454 Shitsukawa, Toon, Ehime, Japan
089-960-5371
akasaka.sho.xg@ehime-u.ac.jp
1st name | Sho |
Middle name | |
Last name | Akasaka |
Ehime University Hospital
radiology
791-0295
454 Shitsukawa, Toon, Ehime, Japan
089-960-5371
akasaka.sho.xg@ehime-u.ac.jp
Ehime University
none
Self funding
Institutional Review Board,Ehime University Hospital
Address 454 Shitsukawa, Toon, Ehime
089-960-5172
rinri@m.ehime-u.ac.jp
NO
2025 | Year | 07 | Month | 22 | Day |
Unpublished
Preinitiation
2025 | Year | 06 | Month | 30 | Day |
2025 | Year | 07 | Month | 20 | Day |
2026 | Year | 07 | Month | 20 | Day |
2025 | Year | 07 | Month | 22 | Day |
2025 | Year | 07 | Month | 22 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000066451