Medicentre
Cardiff, CF14 4UJ, United Kingdom
NCT Number: NCT03654300
The aim of this study is to determine if machine learning can be used to automatically highlight key anatomy on the ultrasound image to help anaesthetists perform ultrasound-guided regional anaesthesia.
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Notify Me18 year and older
All sexes
Observational
Cardiff, CF14 4UJ, United Kingdom
The study will involve adult volunteers who are willing to be scanned by a trained sonographer to collect ultrasound video data for the following categories:
The videos will be segmented by hand to identify the relevant anatomical regions for each category.
The primary objective for this study is to provide the range of data required to develop robust models in conjunction with additional data from patients undergoing a Peripheral Nerve Block procedure that are able to produce the desired segmentation on the unseen validation images. The models will be scored using the standard "Mean intersection over Union" pixel-level metric for semantic segmentation.
Healthy volunteers accepted: Yes
Only the study team can determine whether someone qualifies for participation.
Inclusion criteria
Exclusion criteria
Time frame: 6 months
models with a Mean intersection over Union score of 0.95 or better for each region in each category.
Medaphor Limited
Industry
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View the official ClinicalTrials.gov record (opens in a new tab)This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.
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