AIMC Topic: Muscle Fibers, Skeletal

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MyoV: a deep learning-based tool for the automated quantification of muscle fibers.

Briefings in bioinformatics Jan 22, 2024
Accurate approaches for quantifying muscle fibers are essential in biomedical research and meat production. In this study, we address the limitations of existing approaches for hematoxylin and eosin-stained muscle fibers by manually and semiautomatic...
Humans Neural Networks, Computer Algorithms Animals Deep Learning Image Processing, Computer-Assisted Mice Muscle Fibers, Skeletal
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Full Spatial Muscle Fiber Orientation Estimation From Ultrasound Images Using a Multitask Deformable Residual Neural Network.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2023
This paper proposes a multitask deformable residual neural network, for full spatial muscle fiber orientation (MFO) estimation from ultrasound (US) images. It is developed based on the state-of-the-art model of residual UNet (ResUNet), which combines...
Humans Neural Networks, Computer Ultrasonography Healthy Volunteers Muscle Fibers, Skeletal
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In Vitro Investigation of Potential Anti-Diabetic Activity of the Corm Extract of Hypoxis Argentea Harv. Ex Baker.

Acta pharmaceutica (Zagreb, Croatia) Dec 1, 2018
The corms of Hypoxis argentea are widely used as a traditional remedy for diabetes mellitus in South Africa. In this study, we investigated the effects of non-toxic concentrations (12.5-100 μg mL-1) of the aqueous extract of H. argentea (HAA) corms o...
Animals Swine Mice Plant Extracts Cell Proliferation Hypoglycemic Agents Dose-Response Relationship, Drug Adipogenesis Cell Differentiation Glucose Microscopy Adipocytes 3T3-L1 Cells Hypoxis Insulin-Secreting Cells Muscle Fibers, Skeletal alpha-Amylases alpha-Glucosidases
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