AIMC Topic: Masseter Muscle

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Using Deep Learning to Perform Automatic Quantitative Measurement of Masseter and Tongue Muscles in Persons With Dementia: Cross-Sectional Study.

JMIR aging Mar 19, 2025
BACKGROUND: Sarcopenia (loss of muscle mass and strength) increases adverse outcomes risk and contributes to cognitive decline in older adults. Accurate methods to quantify muscle mass and predict adverse outcomes, particularly in older persons with ...
Aged, 80 and over Cross-Sectional Studies Male Humans Female Aged Magnetic Resonance Imaging Sarcopenia Tongue Masseter Muscle Middle Aged Deep Learning Dementia
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Advanced Sensing System for Sleep Bruxism across Multiple Postures via EMG and Machine Learning.

Sensors (Basel, Switzerland) Aug 22, 2024
Diagnosis of bruxism is challenging because not all contractions of the masticatory muscles can be classified as bruxism. Conventional methods for sleep bruxism detection vary in effectiveness. Some provide objective data through EMG, ECG, or EEG; ot...
Male Posture Signal Processing, Computer-Assisted Electromyography Masseter Muscle Female Humans Sleep Bruxism Young Adult Machine Learning Adult
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Measurement plane of the cross-sectional area of the masseter muscle in patients with skeletal Class III malocclusion: An artificial intelligence model.

American journal of orthodontics and dentofacial orthopedics : official publication of the American Association of Orthodontists, its constituent societies, and the American Board of Orthodontics May 23, 2024
INTRODUCTION: This study aimed to determine a measurement plane that could represent the maximum cross-sectional area (MCSA) of masseter muscle using an artificial intelligence model for patients with skeletal Class III malocclusion.
Female Young Adult Adult Humans Artificial Intelligence Mandible Cephalometry Masseter Muscle Male Adolescent Cone-Beam Computed Tomography Malocclusion, Angle Class III
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Deep learning and predictive modelling for generating normalised muscle function parameters from signal images of mandibular electromyography.

Medical & biological engineering & computing Feb 20, 2024
Challenges arise in accessing archived signal outputs due to proprietary software limitations. There is a notable lack of exploration in open-source mandibular EMG signal conversion for continuous access and analysis, hindering tasks such as pattern ...
Mastication Deep Learning Mandible Signal Processing, Computer-Assisted Electromyography Temporomandibular Joint Masseter Muscle Young Adult Adult Male Humans Female
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Automated evaluation of masseter muscle volume: deep learning prognostic approach in oral cancer.

BMC cancer Jan 24, 2024
BACKGROUND: Sarcopenia has been identified as a potential negative prognostic factor in cancer patients. In this study, our objective was to investigate the relationship between the assessment method for sarcopenia using the masseter muscle volume me...
Masseter Muscle Humans Deep Learning Prognosis Sarcopenia Mouth Neoplasms
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Potential clinical application of masseter and temporal muscle massage treatment using an oral rehabilitation robot in temporomandibular disorder patients with myofascial pain.

Cranio : the journal of craniomandibular practice Dec 29, 2015
OBJECTIVES: To investigate the safety, suitable treatment regimen, and efficacy of masseter and temporal muscle massage treatment using an oral rehabilitation robot.
Rotation Male Temporal Muscle Pressure Activities of Daily Living Temporomandibular Joint Dysfunction Syndrome Middle Aged Aged, 80 and over Ultrasonography Massage Range of Motion, Articular Young Adult Humans Robotics Time Factors Treatment Outcome Masseter Muscle Adult Follow-Up Studies Pain Measurement Female Safety Aged
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Can sonographic features be efficacy predictors of robotic massage treatment for masseter and temporal muscle in patients with temporomandibular disorder with myofascial pain?

Cranio : the journal of craniomandibular practice Nov 17, 2014
OBJECTIVE: The aim of this study was to detect sonographic predictors for the efficacy of massage treatment of masseter and temporal muscle in temporomandibular disorders (TMDs) patients with myofascial pain.
Time Factors Temporomandibular Joint Dysfunction Syndrome Humans Ultrasonography Adult Massage Temporomandibular Joint Disorders Female Male Robotics Masseter Muscle Pain Measurement Aged Middle Aged Temporal Muscle Rotation Aged, 80 and over Exercise Therapy Elasticity Pressure
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