AIMC Topic: Muscle Fibers, Skeletal

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SEPO-FI: Deep-learning based software to calculate fusion index of muscle cells.

Computers in biology and medicine Jan 24, 2025
The fusion index is a critical metric for quantitatively assessing the transformation of in vitro muscle cells into myotubes in the biological and medical fields. Traditional methods for calculating this index manually involve the labor-intensive cou...
Software Animals Humans Cell Nucleus Muscle Fibers, Skeletal Deep Learning Image Processing, Computer-Assisted
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MyoFInDer: An AI-Based Tool for Myotube Fusion Index Determination.

Tissue engineering. Part A Jun 27, 2024
The fusion index is a key indicator for quantifying the differentiation of a myoblast population, which is often calculated manually. In addition to being time-consuming, manual quantification is also error prone and subjective. Several software tool...
Image Processing, Computer-Assisted Mice Cell Fusion Cell Differentiation Software Humans Muscle Fibers, Skeletal Animals Artificial Intelligence
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A deep learning-based approach for fully automated segmentation and quantitative analysis of muscle fibers in pig skeletal muscle.

Meat science Apr 2, 2024
Muscle fiber properties exert a significant influence on pork quality, with cross-sectional area (CSA) being a crucial parameter closely associated with various meat quality indicators, such as shear force. Effectively identifying and segmenting musc...
Animals Swine Reproducibility of Results Muscle, Skeletal Muscle Fibers, Skeletal Deep Learning Image Processing, Computer-Assisted
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Skeletal muscle cells opto-stimulation by intramembrane molecular transducers.

Communications biology Nov 11, 2023
Optical stimulation and control of muscle cell contraction opens up a number of interesting applications in hybrid robotic and medicine. Here we show that recently designed molecular phototransducer can be used to stimulate C2C12 skeletal muscle cell...
Electric Stimulation Robotics Light Muscle Fibers, Skeletal Muscle Contraction Animals
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FiNuTyper: Design and validation of an automated deep learning-based platform for simultaneous fiber and nucleus type analysis in human skeletal muscle.

Acta physiologica (Oxford, England) May 8, 2023
AIM: While manual quantification is still considered the gold standard for skeletal muscle histological analysis, it is time-consuming and prone to investigator bias. To address this challenge, we assembled an automated image analysis pipeline, FiNuT...
Satellite Cells, Skeletal Muscle Cell Nucleus Muscle Fibers, Skeletal Humans Deep Learning Muscle, Skeletal
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Bioinspired Liquid Crystalline Spinning Enables Scalable Fabrication of High-Performing Fibrous Artificial Muscles.

Advanced materials (Deerfield Beach, Fla.) Mar 6, 2023
Leveraging liquid crystal elastomers (LCEs) to realize scalable fabrication of high-performing fibrous artificial muscles is of particular interest because these active soft materials can provide large, reversible, programmable deformations upon envi...
Liquid Crystals Elastomers Muscle Fibers, Skeletal Robotics Silk
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Artificial intelligence workflow quantifying muscle features on Hematoxylin-Eosin stained sections reveals dystrophic phenotype amelioration upon treatment.

Scientific reports Nov 19, 2022
Cell segmentation is a key step for a wide variety of biological investigations, especially in the context of muscle science. Currently, automated methods still struggle to perform skeletal muscle fiber quantification on Hematoxylin-Eosin (HE) staine...
Workflow Muscle Fibers, Skeletal Eosine Yellowish-(YS) Artificial Intelligence Hematoxylin Retrospective Studies Phenotype Animals
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Smart textiles using fluid-driven artificial muscle fibers.

Scientific reports Jun 30, 2022
The marriage of textiles with artificial muscles to create smart textiles is attracting great attention from the scientific community and industry. Smart textiles offer many benefits including adaptive comfort and high conformity to objects while pro...
Wearable Electronic Devices Muscle Fibers, Skeletal Robotics Textiles Electronics
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Adaptive biohybrid pumping machine with flow loop feedback.

Biofabrication Feb 4, 2022
Tissue-engineered living machines is an emerging discipline that employs complex interactions between living cells and engineered scaffolds to self-assemble biohybrid systems for diverse scientific research and technological applications. Here, we re...
Muscle Fibers, Skeletal Robotics Tissue Engineering Feedback Muscle, Skeletal
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Twisting and Braiding Fluid-Driven Soft Artificial Muscle Fibers for Robotic Applications.

Soft robotics Oct 5, 2021
Research on soft artificial muscles (SAMs) is rapidly growing, both in developing new actuation ideas and improving existing structures with multifunctionality. The human body has more than 600 muscles that drive organs and joints to achieve desired ...
Muscle Fibers, Skeletal Robotics Mechanical Phenomena Humans Robotic Surgical Procedures
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