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Machine Learning Driven Contouring of High-Frequency Four-Dimensional Cardiac Ultrasound Data

Automatic boundary detection of 4D ultrasound (4DUS) cardiac data is a promising yet challenging application at the intersection of machine learning and medicine. Using recently developed murine 4DUS cardiac imaging data, we demonstrate here a set of three machine learning models that predict left v...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Appl Sci (Basel)
Päätekijät: Damen, Frederick W., Newton, David T., Lin, Guang, Goergen, Craig J.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: 2021
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC8301599/
https://ncbi.nlm.nih.gov/pubmed/34306738
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/app11041690
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