AIMC Topic: Mice, Inbred mdx

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Combining electromyographic and electrical impedance data sets through machine learning: A study in D2-mdx and wild-type mice.

Muscle & nerve Sep 2, 2023
INTRODUCTION/AIMS: Needle impedance-electromyography (iEMG) assesses the active and passive electrical properties of muscles concurrently by using a novel needle with six electrodes, two for EMG and four for electrical impedance myography (EIM). Here...
Machine Learning Animals Male Mice Disease Models, Animal Muscle, Skeletal Electromyography Electric Impedance Muscular Dystrophies Mice, Inbred mdx
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A neural network approach to analyze cross-sections of muscle fibers in pathological images.

Computers in biology and medicine Nov 12, 2018
Morphological characteristics of muscle fibers, such as their cross-sections, are important indicators of the health and function of the musculoskeletal system. However, manual analysis of muscle fiber morphology is a labor-intensive and time-consumi...
Neural Networks, Computer Animals Male Image Processing, Computer-Assisted Mice Disease Models, Animal Muscle Fibers, Skeletal Muscular Dystrophies Mice, Inbred mdx
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Deep learning-driven automated mitochondrial segmentation for analysis of complex transmission electron microscopy images.

Scientific reports May 30, 2025
Mitochondria are central to cellular energy production and regulation, with their morphology tightly linked to functional performance. Precise analysis of mitochondrial ultrastructure is crucial for understanding cellular bioenergetics and pathology....
Animals Deep Learning Image Processing, Computer-Assisted Mice Disease Models, Animal Muscle, Skeletal Mitochondria Microscopy, Electron, Transmission Muscular Dystrophy, Duchenne Mice, Inbred mdx
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