Spots Global Cancer Trial Database for Radiomics Analysis of Focal Liver Lesions Based on Contrast-Enhanced Ultrasound Imaging
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Trial Identification
Brief Title: Radiomics Analysis of Focal Liver Lesions Based on Contrast-Enhanced Ultrasound Imaging
Official Title: Research on Key Techniques for Intelligent Diagnosis and Ablation Decision-making of Liver Cancer and Evolution by Contrast-enhanced Ultrasound
Study ID: NCT04682886
Interventions
Study Description
Brief Summary: Contrast-enhanced ultrasound (CEUS) substantially improves the potential of ultrasound (US) for the identification and characterization of focal liver lesions (FLLs). Compared to contrasted-enhanced MRI and CT, it has some unique advantages, such as the absence of ionizing radiation, and easy operability and repeatability. However, the efficacy of CEUS in diagnosing liver lesions is challenged by several factors including being highly dependent on doctor's experience, low signal-to-noise ratio, and low interobserver agreement. Therefore, it is a beneficial attempt to construct an intelligent CEUS diagnosis system using digital information technology. This study aims to collect standard data of CEUS cines recordings and develop deep learning model for accurate segmentation, detection and classification of liver lesions.
Detailed Description:
Keywords
Eligibility
Minimum Age:
Eligible Ages: CHILD, ADULT, OLDER_ADULT
Sex: ALL
Healthy Volunteers: No
Locations
Chinese PLA General Hospital, Beijing, Beijing, China
Contact Details
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