Quality Control of Ultrasound Images During Early Pregnancy Via AI
NCT06002412 · Status: RECRUITING · Type: OBSERVATIONAL · Enrollment: 400
Last updated 2023-09-08
Summary
This research integrates artificial intelligence to enhance early pregnancy ultrasonography quality control, focusing on specific fetal sections. In collaboration with prominent medical institutions, the investigators have amassed extensive fetal ultrasound data. The investigators aim to develop a deep learning model that can accurately identify essential anatomical areas in ultrasound images and evaluate their quality. This tool is expected to significantly decrease misdiagnoses of conditions like Down Syndrome and neural system deformities by ensuring real-time image quality assessment.
Conditions
- Early Pregnancy
Interventions
- OTHER
-
Image quality control
The investigators identify the region of interest in the relevant section to give a conclusion on whether the image is standard or not, guiding clinicians to standardize the operation, and reducing the rate of misdiagnosis and underdiagnosis.
Sponsors & Collaborators
-
Beijing Obstetrics and Gynecology Hospital
collaborator OTHER -
Peking University Third Hospital
collaborator OTHER -
Changsha Hospital for Maternal and Child Health Care
collaborator OTHER -
Second Xiangya Hospital of Central South University
collaborator OTHER -
Chinese Academy of Sciences
lead OTHER_GOV
Eligibility
- Min Age
- 20 Years
- Sex
- FEMALE
- Healthy Volunteers
- Yes
Timeline & Regulatory
- Start
- 2023-09-01
- Primary Completion
- 2023-12-31
- Completion
- 2028-07-30
Countries
- China
Study Locations
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