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Clinical Trials/NCT04268251
NCT04268251CompletedNot Applicable

Prospective MRI Evaluation of Cavernous Sinus Invasion by Pituitary Adenoma Using Deep Learning Based Denoising

Asan Medical Center2 sites in 2 countries67 target enrollmentStarted: January 12, 2020Last updated:
Conditions

Trial Snapshot

Phase
Not Applicable
Status
Completed
Enrollment
67
Locations
2
Primary Endpoint
Cavernous sinus invasion

Study Overview

Brief Summary

Preoperative evaluation of cavernous sinus invasion by pituitary adenoma is critical for performing safe operation and deciding on surgical extent as well as for treatment success. Because of the small size of the pituitary gland and sellar fossa, determining the exact relationship between the pituitary adenoma and cavernous sinus can be challenging. Performing thin slice thickness MRI may be beneficial but is inevitably associated with increased noise level. By applying deep learning based denoising algorithm, diagnosis of cavernous sinus invasion by pituitary adenoma may be improved.

Study Design

Study Type
Interventional
Allocation
Na
Intervention Model
Single Group
Primary Purpose
Diagnostic
Masking
None

Eligibility Criteria

Ages
18 Years to — (Adult, Older Adult)
Sex
All
Accepts Healthy Volunteers
No

Inclusion Criteria

  • Patients undergoing preoperative brain MR for pituitary adenoma

Exclusion Criteria

  • Patients who have any type of bioimplant activated by mechanical, electronic, or magnetic means (e.g., cochlear implants, pacemakers, neurostimulators, biostimulates, electronic infusion pumps, etc), because such devices may be displaced or malfunction
  • Patients who are pregnant or breast feeding; urine pregnancy test will be performed on women of child bearing potential
  • Poor MRI image quality due to artifacts

Outcomes

Primary Outcomes

Cavernous sinus invasion

Time Frame: Within 1 week

Presence or absence of cavernous sinus invasion determined surgically

Secondary Outcomes

  • Size of pituitary adenoma (in mm), laterality of pituitary adenoma (unilateral or bilateral) on the MRI(Within 1 week)
  • Margin of pituitary adenoma (well-delineated, poorly delineated) on the MRI(Within 1 week)

Investigators

Sponsor Class
Other
Responsible Party
Principal Investigator
Principal Investigator

Ho Sung Kim

Professor

Asan Medical Center

Study Sites (2)

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