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Evaluation of Deep Learning Accelerated Three Dimensional Magnetic Resonance Imaging in the Abdomen

Clinical Evaluation of Deep Learning Based Acceleration of Three Dimensional Abdominal MRI Sequences - DL-Speed MRI

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
JPRN
Registry ID
JPRN-UMIN000059249
Enrollment
393
Registered
2025-10-01
Start date
2025-10-10
Completion date
Unknown
Last updated
2026-06-29

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Abdominal diseases (various)

Interventions

Both the DL Speed-accelerated sequence and the conventional sequence will be obtained during the same examination and comparatively evaluated

Sponsors

Keio University
Lead Sponsor

Eligibility

Sex/Gender
All

Inclusion criteria

Inclusion criteria: Outpatients at Keio University Hospital scheduled to undergo abdominal MRI examinations that include three-dimensional sequences in the imaging protocol.

Exclusion criteria

Exclusion criteria: Individuals under 18 years of age Pregnant women or those with possible pregnancy Patients with electrically, magnetically, or mechanically activated implanted devices (e.g., pacemakers) Patients considered intolerant of prolonged examinations due to conditions such as claustrophobia Any other individuals deemed unsuitable by the principal investigator or co-investigators

Design outcomes

Primary

MeasureTime frame
The image quality of accelerated three-dimensional MRI sequences will be compared with that of conventional sequences, both quantitatively and qualitatively. For quantitative assessment, commonly used parameters in MRI image quality evaluation, such as signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR), will be measured. For qualitative assessment, multiple investigators will perform visual evaluations and scoring for comparison.

Countries

Japan

Contacts

Public ContactJunya Tsuzaki

Keio University School of Medicine Department of Radiology

jtsuzaki@rad.med.keio.ac.jp03-3353-1211

Outcome results

None listed

Source: JPRN (via WHO ICTRP) · Data processed: Jul 3, 2026