AIMC Topic: Muscles

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Toward a generalizable deep CNN for neural drive estimation across muscles and participants.

Journal of neural engineering Jan 18, 2023
High-density electromyography (HD-EMG) decomposition algorithms are used to identify individual motor unit (MU) spike trains, which collectively constitute the neural code of movements, to predict motor intent. This approach has advanced from offline...
Humans Neural Networks, Computer Electromyography Isometric Contraction Muscles Algorithms Muscle, Skeletal
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Development of a Wearable Ultrasound Transducer for Sensing Muscle Activities in Assistive Robotics Applications.

Biosensors Jan 13, 2023
Robotic prostheses and powered exoskeletons are novel assistive robotic devices for modern medicine. Muscle activity sensing plays an important role in controlling assistive robotics devices. Most devices measure the surface electromyography (sEMG) s...
Wearable Electronic Devices Ultrasonography Robotics Animals Swine Muscles Transducers
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On lightmyography based muscle-machine interfaces for the efficient decoding of human gestures and forces.

Scientific reports Jan 6, 2023
Conventional muscle-machine interfaces like Electromyography (EMG), have significant drawbacks, such as crosstalk, a non-linear relationship between the signal and the corresponding motion, and increased signal processing requirements. In this work, ...
Algorithms Motion Gestures Muscles Hand Electromyography Humans Neural Networks, Computer
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The Efficacy of Urinary Continence in Patients Undergoing Robot-Assisted Radical Prostatectomy with Bladder-Prostatic Muscle Reconstruction and Bladder Neck Eversion Anastomosis.

Medicina (Kaunas, Lithuania) Dec 10, 2022
Background and Objectives: To evaluate the efficacy of bladder-prostatic muscle reconstruction and bladder neck eversion anastomosis in the recovery of urinary continence after robot-assisted radical prostatectomy (RARP). Materials and Methods: From ...
Muscles Urinary Incontinence Prostatectomy Urinary Bladder Treatment Outcome Robotics Prostatic Neoplasms Anastomosis, Surgical Humans Male
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Predicting muscle invasion in bladder cancer by deep learning analysis of MRI: comparison with vesical imaging-reporting and data system.

European radiology Nov 25, 2022
OBJECTIVES: To compare the diagnostic performance of a novel deep learning (DL) method based on T2-weighted imaging with the vesical imaging-reporting and data system (VI-RADS) in predicting muscle invasion in bladder cancer (MIBC).
Magnetic Resonance Imaging Urinary Bladder Neoplasms Urinary Bladder Muscles Retrospective Studies Deep Learning Humans
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Systems Drug Design for Muscle Invasive Bladder Cancer and Advanced Bladder Cancer by Genome-Wide Microarray Data and Deep Learning Method with Drug Design Specifications.

International journal of molecular sciences Nov 10, 2022
Bladder cancer is the 10th most common cancer worldwide. Due to the lack of understanding of the oncogenic mechanisms between muscle-invasive bladder cancer (MIBC) and advanced bladder cancer (ABC) and the limitations of current treatments, novel the...
Microarray Analysis Muscles Deep Learning Humans Urinary Bladder Neoplasms Drug Design
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Biohybrid robots: recent progress, challenges, and perspectives.

Bioinspiration & biomimetics Nov 8, 2022
The past ten years have seen the rapid expansion of the field of biohybrid robotics. By combining engineered, synthetic components with living biological materials, new robotics solutions have been developed that harness the adaptability of living mu...
Semen Muscles Male Robotics Humans
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In vivo prediction of abdominal fat and breast muscle in broiler chicken using live body measurements based on machine learning.

Poultry science Oct 11, 2022
The purpose of this study was to predict the carcass characteristics of broilers using support vector regression (SVR) and artificial neural network (ANN) model methods. Data were obtained from 176 yellow feather broilers aged 100-day-old (90 males a...
Muscles Neural Networks, Computer Female Chickens Animals Male Regression Analysis Abdominal Fat
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Bioinspired Self-Resettable Hydrogel Actuators Powered by a Chemical Fuel.

ACS applied materials & interfaces Sep 14, 2022
The movements of soft living tissues, such as muscle, have sparked a strong interest in the design of hydrogel actuators; however, so far, typical manmade examples still lag behind their biological counterparts, which usually function under nonequili...
Muscles Hydrophobic and Hydrophilic Interactions Movement Robotics Hydrogels
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Wireless Miniature Magnetic Phase-Change Soft Actuators.

Advanced materials (Deerfield Beach, Fla.) Sep 1, 2022
Wireless miniature soft actuators are promising for various potential high-impact applications in medical, robotic grippers, and artificial muscles. However, these miniature soft actuators are currently constrained by a small output force and low wor...
Muscles Robotics Magnetic Phenomena Smart Materials Mechanical Phenomena
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