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Assessment of Liver Diseases Using a Deep-Learning Approach Based on Ultrasound RF-Data

RecruitingNAAges 18 Years - anyAllTechnische Universitรคt Dresden
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In plain words

What the trial is, and whether it could suit you

The goal of this clinical trial is to test the performance of neuronal networks trained on ultrasonic raw Data (=radiofrequency data) for the assessment of liver diseases in patients undergoing a clinical ultrasound examination. The general feasibility is currently evaluated in a retrospective cohort. The main questions the study aims to answer are: * Can a neuronal network trained on RF Data perform equally good as elastography in the assessment of diffuse liver diseases? * Can a neuronal network trained on RF Data perform better than a neuronal network trained on b-mode images in the assessment of diffuse liver diseases? * Can a neuronal network trained on RF Data distinguish focal pathologies in the liver from healthy tissue? To answer these questions participants with a clinically indicated fibroscan will undergo: * a clinical elastography in Case ob suspected diffuse liver disea

Sign in to get the eligibility rules as simple questions to take to your doctor.

๐Ÿ“‹ Eligibility rules (as published)
Inclusion Criteria: * scheduled for an ultrasound investigation by an independent physician * signed declaration of consent Exclusion Criteria: * smaller interventions in the same liver during the last 2 Week (for example liver biopsy) * contrast enhanced ultrasound less than a day ago * major intervention at the liver (for example partial resection)
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What it tests

  • Collection of elastography data
  • Collection of ultrasonic raw data
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Where

4 sites
University Hospital
Dresden, Germany
Diakonissen Hospital Dresden
Dresden, Germany
University Hospital Halle (Saale)
Halle, Germany
University Hospital Leipzig
Leipzig, Germany
๐Ÿค Taking part is your choice, and you can leave at any time. Only the trial team can confirm you are eligible โ€” always decide together with your own doctor.
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