Carotid Atherosclerotic Plaque Load and Neck Circumference
Determination of Carotid Atherosclerotic Plaque Load and Neck Circumference in Cranial CT Angiography With Machine Learning Method and Their Relationship With Each Other
1 other identifier
observational
300
1 country
1
Brief Summary
The aim of this study is to establish a deep learning model to automatically detect the presence and scoring of carotid plaques in neck CTA images, and to determine whether this model is compatible with manual interpretations.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Sep 2021
Shorter than P25 for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
September 7, 2021
CompletedStudy Start
First participant enrolled
September 8, 2021
CompletedFirst Posted
Study publicly available on registry
September 10, 2021
CompletedPrimary Completion
Last participant's last visit for primary outcome
March 28, 2022
CompletedStudy Completion
Last participant's last visit for all outcomes
March 28, 2022
CompletedSeptember 17, 2021
September 1, 2021
7 months
September 7, 2021
September 12, 2021
Conditions
Keywords
Outcome Measures
Primary Outcomes (1)
Correlation of the machine learning model and manual interpretation
Evaluation of the correlation of the presence of plaque in the carotid segments with manual interpretation in the model obtained by machine learning method
1 day
Eligibility Criteria
People having cranial CTA
You may qualify if:
- years or older
- Having cranial CTA withdrawn
- Having blood lipids, HbA1c, blood glucose, AST, ALT measured in 3 months before and 3 months after cranial CTA
You may not qualify if:
- Thyroid disease
- Having had neck surgery
- Use of corticosteroids for more than 6 months
- Presence of lymph nodes in the anterior neck
- Hypertrophy of neck muscles
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
Istanbul MEdeniyet University Göztepe Prof. Dr. Süleyman Yalçın City Hospital
Kadıköy, Istanbul, 34668, Turkey (Türkiye)
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Elif Yıldırım Ayaz, M.D.
Sultan Abdülhamid Han Training and Research Hospital
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- RETROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Principal Investigator
Study Record Dates
First Submitted
September 7, 2021
First Posted
September 10, 2021
Study Start
September 8, 2021
Primary Completion
March 28, 2022
Study Completion
March 28, 2022
Last Updated
September 17, 2021
Record last verified: 2021-09