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  • Brief Report
  • Open Access
9 Citations
5,320 Views
11 Pages

Crosstalk in Facial EMG and Its Reduction Using ICA

  • Wataru Sato and
  • Takanori Kochiyama

2 March 2023

There is ample evidence that electromyography (EMG) signals from the corrugator supercilii and zygomatic major muscles can provide valuable information for the assessment of subjective emotional experiences. Although previous research suggested that...

(This article belongs to the Special Issue Electromyography (EMG) Signal Acquisition and Processing)
  • Article
  • Open Access
35 Citations
5,884 Views
13 Pages

Facial EMG Correlates of Subjective Hedonic Responses During Food Consumption

  • Wataru Sato,
  • Kazusa Minemoto,
  • Akira Ikegami,
  • Makoto Nakauma,
  • Takahiro Funami and
  • Tohru Fushiki

22 April 2020

An exploration of physiological correlates of subjective hedonic responses while eating food has practical and theoretical significance. Previous psychophysiological studies have suggested that some physiological measures, including facial electromyo...

(This article belongs to the Section Nutrition Methodology & Assessment)
  • Article
  • Open Access
15 Citations
4,216 Views
13 Pages

22 December 2020

The physiological correlates of hedonic/emotional experiences to visual food stimuli are of theoretical and practical interest. Previous psychophysiological studies have shown that facial electromyography (EMG) signals were related to subjective hedo...

(This article belongs to the Section Nutrition and Metabolism)
  • Article
  • Open Access
7 Citations
3,466 Views
14 Pages

Machine Learning-Based Interpretable Modeling for Subjective Emotional Dynamics Sensing Using Facial EMG

  • Naoya Kawamura,
  • Wataru Sato,
  • Koh Shimokawa,
  • Tomohiro Fujita and
  • Yasutomo Kawanishi

27 February 2024

Understanding the association between subjective emotional experiences and physiological signals is of practical and theoretical significance. Previous psychophysiological studies have shown a linear relationship between dynamic emotional valence exp...

(This article belongs to the Special Issue Signal Processing and Machine Learning for Sensor Systems)
  • Case Report
  • Open Access
4 Citations
7,014 Views
12 Pages

EMG-Triggered Functional Electrical Stimulation for Central Facial Palsy Following Stroke: A Clinical Case Report

  • Frauke Johannes,
  • Anna Maria Pekacka-Egli,
  • Simone Köhler,
  • Andreas Disko,
  • Jan von Meyenburg and
  • Bartosz Bujan

Background: Central facial palsy (CFP) is a common condition following stroke, typically affecting the lower face and causing symptoms such as drooling, dysarthria, and facial asymmetry. Despite available rehabilitation methods, the evidence supporti...

(This article belongs to the Special Issue Recent Advances in Neurorehabilitation: Emerging Techniques and Technologies)
  • Article
  • Open Access
12 Citations
4,908 Views
19 Pages

A Perifacial EMG Acquisition System for Facial-Muscle-Movement Recognition

  • Jianhang Zhang,
  • Shucheng Huang,
  • Jingting Li,
  • Yan Wang,
  • Zizhao Dong and
  • Su-Jing Wang

27 October 2023

This paper proposes a portable wireless transmission system for the multi-channel acquisition of surface electromyography (EMG) signals. Because EMG signals have great application value in psychotherapy and human–computer interaction, this syst...

(This article belongs to the Special Issue Sensor-Based Behavioral Biometrics)
  • Article
  • Open Access
9 Citations
4,617 Views
13 Pages

Correlation between Electrophysiological Change and Facial Function in Parotid Surgery Patients

  • Feng-Yu Chiang,
  • Chih-Chun Wang,
  • Che-Wei Wu,
  • I-Cheng Lu,
  • Pi-Ying Chang,
  • Yi-Chu Lin,
  • Ching-Feng Lien,
  • Chien-Chung Wang,
  • Tzu-Yen Huang and
  • Tzer-Zen Hwang

7 December 2021

This observational study investigated intraoperative electrophysiological changes and their correlation with postoperative facial expressions in parotidectomy patients with visual confirmation of facial nerve (FN) continuity. Maximal electromyography...

(This article belongs to the Special Issue Treatment of Salivary Gland Diseases: Established Knowledge, Current Challenges and New Insights)
  • Article
  • Open Access
16 Citations
5,868 Views
14 Pages

29 March 2023

With the rapid development of virtual reality (VR) technology and the market growth of social network services (SNS), VR-based SNS have been actively developed, in which 3D avatars interact with each other on behalf of the users. To provide the users...

(This article belongs to the Special Issue Sensing Technology in Virtual Reality)
  • Article
  • Open Access
13 Citations
4,404 Views
17 Pages

Real-Time Classification of Pain Level Using Zygomaticus and Corrugator EMG Features

  • Amleset Kelati,
  • Ethiopia Nigussie,
  • Imed Ben Dhaou,
  • Juha Plosila and
  • Hannu Tenhunen

The real-time recognition of pain level is required to perform an accurate pain assessment of patients in the intensive care unit, infants, and other subjects who may not be able to communicate verbally or even express the sensation of pain. Facial e...

(This article belongs to the Section Bioelectronics)
  • Article
  • Open Access
16 Citations
6,659 Views
18 Pages

24 July 2024

The objective of the article is to recognize users’ emotions by classifying facial electromyographic (EMG) signals. A biomedical signal amplifier, equipped with eight active electrodes positioned in accordance with the Facial Action Coding Syst...

(This article belongs to the Special Issue Signal Processing for Sensing Technologies in Biomedical Engineering Applications: 3rd Edition)
  • Article
  • Open Access
10 Citations
4,201 Views
14 Pages

Brow and Masticatory Muscle Activity Senses Subjective Hedonic Experiences during Food Consumption

  • Wataru Sato,
  • Akira Ikegami,
  • Sayaka Ishihara,
  • Makoto Nakauma,
  • Takahiro Funami,
  • Sakiko Yoshikawa and
  • Tohru Fushiki

24 November 2021

Sensing subjective hedonic or emotional experiences during eating using physiological activity is practically and theoretically important. A recent psychophysiological study has reported that facial electromyography (EMG) measured from the corrugator...

(This article belongs to the Special Issue Implications of Taste and Olfaction in Nutrition and Health)
  • Article
  • Open Access
4 Citations
2,300 Views
13 Pages

Subjective-Physiological Coherence during Food Consumption in Older Adults

  • Akie Saito,
  • Wataru Sato,
  • Akira Ikegami,
  • Sayaka Ishihara,
  • Makoto Nakauma,
  • Takahiro Funami,
  • Tohru Fushiki and
  • Sakiko Yoshikawa

9 November 2022

Background: Subjective-physiological emotional coherence is thought to be associated with enhanced well-being, and a relationship between subjective-physiological emotional coherence and superior nutritional status has been suggested in older populat...

(This article belongs to the Special Issue Implications of Taste and Olfaction in Nutrition and Health)
  • Article
  • Open Access
12 Citations
3,053 Views
17 Pages

Effects of the Acoustic-Visual Indoor Environment on Relieving Mental Stress Based on Facial Electromyography and Micro-Expression Recognition

  • Guodan Liu,
  • Pengcheng Hu,
  • Huiyang Zhong,
  • Yang Yang,
  • Jie Sun,
  • Yihang Ji,
  • Jixin Zou,
  • Hui Zhu and
  • Songtao Hu

29 September 2024

People working and studying indoors for a long time can easily experience mental fatigue and stress. Virtual natural elements introduced into indoor environments can stimulate the human visual and auditory senses, thus relieving psychological stress....

(This article belongs to the Special Issue Recently Advances in the Thermal Performance of Buildings)
  • Article
  • Open Access
3 Citations
4,188 Views
16 Pages

Characterisation of Physiological Responses to Odours in Autism Spectrum Disorders: A Preliminary Study

  • Lara Pereira,
  • Joana Grave,
  • Janina Noll,
  • Birgit Derntl,
  • Sandra C. Soares,
  • Susana Brás and
  • Raquel Sebastião

2 February 2023

Abnormal sensory perception is among the earliest symptoms of autism spectrum disorders (ASD). Despite mixed findings, olfactory perception seems to be altered in ASD. There is also evidence that automatic responses to odours can serve as biomarkers...

(This article belongs to the Special Issue Applied Biostatistics & Statistical Computing)
  • Article
  • Open Access
11 Citations
3,545 Views
14 Pages

Portable Facial Expression System Based on EMG Sensors and Machine Learning Models

  • Paola A. Sanipatín-Díaz,
  • Paul D. Rosero-Montalvo and
  • Wilmar Hernandez

23 May 2024

One of the biggest challenges of computers is collecting data from human behavior, such as interpreting human emotions. Traditionally, this process is carried out by computer vision or multichannel electroencephalograms. However, they comprise heavy...

(This article belongs to the Special Issue Sensors Applications on Emotion Recognition)
  • Article
  • Open Access
12 Citations
4,657 Views
10 Pages

There are currently no data on the electromyography (EMG) of all intrinsic and extrinsic ear muscles. The aim of this work was to develop a standardized protocol for a reliable surface EMG examination of all nine ear muscles in twelve healthy partici...

(This article belongs to the Special Issue Evidence-Based Diagnosis and Management of Facial Nerve Disorders)
  • Article
  • Open Access
20 Citations
4,571 Views
19 Pages

9 November 2023

Although electromyography (EMG) remains the standard, researchers have begun using automated facial action coding system (FACS) software to evaluate spontaneous facial mimicry despite the lack of evidence of its validity. Using the facial EMG of the...

(This article belongs to the Special Issue Advanced-Sensors-Based Emotion Sensing and Recognition)
  • Article
  • Open Access
8 Citations
4,355 Views
16 Pages

Biofeedback rehabilitation for facial palsy is not yet routinely available for patients. Methods: To improve evidence, the effect of an intensive two-week facial training combining electromyography (EMG) and visual biofeedback training of 30 patients...

(This article belongs to the Section Chronic Care)
  • Article
  • Open Access
4 Citations
3,837 Views
7 Pages

The Evaluation of Facial Muscles by Surface Electromyography in Very Preterm Infants

  • Oskar Komisarek,
  • Roksana Malak,
  • Jacek Kwiatkowski,
  • Katarzyna Wiecheć,
  • Tomasz Szczapa,
  • Joanna Kasperkowicz,
  • Maja Matthews-Kozanecka,
  • Teresa Matthews-Brzozowska,
  • Małgorzata Wójcik and
  • Ewa Mojs
  • + 1 author

14 November 2022

Background: It is reported that 40% of preterm infants have problems with eating. Neonatal feeding disorders may be one of the factors increasing neonatal mortality. The aim of our study was to evaluate the muscles involved in suckling and swallowing...

(This article belongs to the Section Molecular and Translational Medicine)
  • Article
  • Open Access
6 Citations
3,922 Views
13 Pages

Facial Surface Electromyography: A Novel Approach to Facial Nerve Functional Evaluation after Vestibular Schwannoma Surgery

  • Leonardo Franz,
  • Gino Marioni,
  • Antonio Daloiso,
  • Elia Biancoli,
  • Giulia Tealdo,
  • Diego Cazzador,
  • Piero Nicolai,
  • Cosimo de Filippis and
  • Elisabetta Zanoletti

19 January 2024

Background: Vestibular schwannoma (VS) surgery may cause facial nerve damage. However, a comprehensive evaluation of post-operative facial outcomes may be difficult to achieve. Surface electromyography (sEMG) is a promising non-invasive evaluation to...

(This article belongs to the Special Issue Current Challenges and Opportunities in Oto-Rhino-Laryngological Surgery)
  • Article
  • Open Access
10 Citations
3,851 Views
12 Pages

Surface electromyography (EMG) allows reliable detection of muscle activity in all nine intrinsic and extrinsic ear muscles during facial muscle movements. The ear muscles are affected by synkinetic EMG activity in patients with postparalytic facial...

(This article belongs to the Special Issue Machine Learning in Signal and Image Analysis for Biomedical Application)
  • Article
  • Open Access
7 Citations
2,463 Views
17 Pages

24 August 2024

Emotions are dynamic processes; their variability relates to psychological well-being and psychopathology. Affective alterations have been linked to mental diseases like depression, although little is known about how similar patterns occur in healthy...

  • Article
  • Open Access
1 Citations
1,647 Views
15 Pages

Automated Neuromuscular Assessment: Machine-Learning-Based Facial Palsy Classification Using Surface Electromyography

  • Ibrahim Manzoor,
  • Aryana Popescu,
  • Sarah Ricchizzi,
  • Aldo Spolaore,
  • Mykola Gorbachuk,
  • Marcos Tatagiba,
  • Georgios Naros and
  • Kathrin Machetanz

26 December 2025

Facial palsy (FP) impairs voluntary control of facial muscles, resulting in facial asymmetry and difficulties in emotional expression. Traditional assessment methods to define the severity of FP (e.g., House–Brackmann score, HB) rely on visual...

(This article belongs to the Special Issue Machine Learning in Biomedical Signal Processing)
  • Article
  • Open Access
21 Citations
4,401 Views
15 Pages

30 August 2022

Exploration of the physiological signals associated with subjective emotional dynamics has practical significance. Previous studies have reported that the dynamics of subjective emotional valence and arousal can be assessed using facial electromyogra...

(This article belongs to the Special Issue Advanced-Sensors-Based Emotion Sensing and Recognition)
  • Article
  • Open Access
3 Citations
2,294 Views
12 Pages

23 March 2024

Background: We aimed to investigate the extent of the response of the orbicularis oris muscle to stimulation of the contralateral facial nerve both in patients with peripheral facial palsy (PFP) and in healthy subjects. Methods: EMG was performed at...

(This article belongs to the Section Clinical Neurology)
  • Article
  • Open Access
2 Citations
2,976 Views
18 Pages

Surface Electromyographic Features for Severity Classification in Facial Palsy: Insights from a German Cohort and Implications for Future Biofeedback Use

  • Ibrahim Manzoor,
  • Aryana Popescu,
  • Alexia Stark,
  • Mykola Gorbachuk,
  • Aldo Spolaore,
  • Marcos Tatagiba,
  • Georgios Naros and
  • Kathrin Machetanz

7 May 2025

Facial palsy (FP) significantly impacts patients’ quality of life. The accurate classification of FP severity is crucial for personalized treatment planning. Additionally, electromyographic (EMG)-based biofeedback shows promising results in imp...

(This article belongs to the Section Intelligent Sensors)
  • Article
  • Open Access
5 Citations
2,947 Views
10 Pages

The Effects of Multi-Mode Monophasic Stimulation with Capacitive Discharge on the Facial Nerve Stimulation Reduction in Young Children with Cochlear Implants: Intraoperative Recordings

  • Fabiana Danieli,
  • Miguel Angelo Hyppolito,
  • Raabid Hussain,
  • Michel Hoen,
  • Chadlia Karoui and
  • Ana Cláudia Mirândola Barbosa Reis

9 January 2023

Facial nerve stimulation (FNS) is a potential complication which may affect the auditory performance of children with cochlear implants (CIs). We carried out an exploratory prospective observational study to investigate the effects of the electrical...

(This article belongs to the Special Issue Challenges and Opportunities in Application of Cochlear Implantation)
  • Review
  • Open Access
1 Citations
2,586 Views
22 Pages

Facial Paralysis Treatment and Facial Symmetrization with Botulinum Neurotoxin: A Narrative Review with Illustrative Clinical Cases

  • Monica Renga,
  • Roberta D’Emilio,
  • Giovanni Salti,
  • Selene Mogavero,
  • Marco Papagni,
  • Federico Biglioli and
  • Alessandro Lozza

4 June 2026

Facial paralysis leads to static and dynamic asymmetry, hyperkinesis of the non-paralyzed side, and synkinesis, with major functional and psychosocial consequences for patients. Botulinum neurotoxin serotype A (BoNT-A) injections are an effective the...

(This article belongs to the Special Issue Study on Botulinum Toxin in Facial Diseases and Aesthetics)
  • Feature Paper
  • Article
  • Open Access
2 Citations
1,128 Views
39 Pages

Deep-Learning-Derived Facial Electromyogram Signatures of Emotion in Immersive Virtual Reality (bWell): Exploring the Impact of Emotional, Cognitive, and Physical Demands

  • Zohreh H. Meybodi,
  • Francis Thibault,
  • Budhachandra Khundrakpam,
  • Gino De Luca,
  • Jing Zhang,
  • Joshua A. Granek and
  • Nusrat Choudhury

13 March 2026

Emotional and workload-related states unfold dynamically during immersive virtual reality (VR) experiences, yet reliable physiological modeling in such environments remains challenging. We investigated whether multi-channel facial electromyography (f...

(This article belongs to the Special Issue Emotion Recognition Based on Sensors (3rd Edition))
  • Article
  • Open Access
32 Citations
6,080 Views
17 Pages

Multidisciplinary Care of Patients with Facial Palsy: Treatment of 1220 Patients in a German Facial Nerve Center

  • Jonathan Steinhäuser,
  • Gerd Fabian Volk,
  • Jovanna Thielker,
  • Maren Geitner,
  • Anna-Maria Kuttenreich,
  • Carsten M. Klingner,
  • Christian Dobel and
  • Orlando Guntinas-Lichius

14 January 2022

To determine treatment and outcome in a tertiary multidisciplinary facial nerve center, a retrospective observational study was performed of all patients referred between 2007 and 2018. Facial grading with the Stennert index, the Facial Clinimetric E...

(This article belongs to the Special Issue Diagnosis and Management of Peripheral Nerve Injuries)
  • Article
  • Open Access
30 Citations
8,547 Views
11 Pages

Robust Bio-Signal Based Control of an Intelligent Wheelchair

  • Xiaodong Xu,
  • Yi Zhang,
  • Yuan Luo and
  • Dongyi Chen

30 September 2013

In this paper, an adaptive human-machine interaction (HMI) method that is based on surface electromyography (sEMG) signals is proposed for the hands-free control of an intelligent wheelchair. sEMG signals generated by the facial movements are obtaine...

  • Article
  • Open Access
8 Citations
4,313 Views
18 Pages

Surface Electromyography-Based Recognition of Electronic Taste Sensations

  • Asif Ullah,
  • Fengqi Zhang,
  • Zhendong Song,
  • You Wang,
  • Shuo Zhao,
  • Waqar Riaz and
  • Guang Li

16 August 2024

Taste sensation recognition is a core for taste-related queries. Most prior research has been devoted to recognizing the basic taste sensations using the Brain–Computer Interface (BCI), which includes EEG, MEG, EMG, and fMRI. This research aims...

(This article belongs to the Section Biosensor and Bioelectronic Devices)
  • Article
  • Open Access
1,553 Views
14 Pages

16 July 2025

Background: Surface electromyography (sEMG) enables the non-invasive assessment of muscle activity and is widely used in orthodontics for evaluating masticatory muscles. However, little is known about the dynamic changes in facial expression muscles...

(This article belongs to the Section Dentistry, Oral Surgery and Oral Medicine)
  • Article
  • Open Access
10 Citations
1,780 Views
25 Pages

Physiological Effects of an 8-Week Mechanically Aided Resistance Facial Exercise Program

  • Pascal H. H. M. van Lieshout,
  • Arpita Bose and
  • Aravind K. Namasivayam

This paper describes a study that for the first time addresses the physiological effects of an 8-week mechanically aided facial exercise program, using the Facial-Flex device (Facial Concepts, Inc., Blue Bell, PA, USA) with four healthy individuals w...

  • Article
  • Open Access
4 Citations
4,108 Views
16 Pages

28 September 2024

Background: Facial palsy causes severe functional disorders and impairs quality of life. Disturbing challenges for patients with acute facial palsy, but also with those with chronic facial palsy with synkinesis, are the loss of the ability to smile a...

(This article belongs to the Section Machine Learning and Artificial Intelligence in Diagnostics)
  • Article
  • Open Access
1 Citations
2,435 Views
17 Pages

11 August 2023

Background: Emotional mimicry, a phenomenon frequently observed in our everyday interactions, is the act of replicating another individual’s facial expression. The Emotion Mimicry in Context View and the Correction Hypothesis underscore the cri...

(This article belongs to the Section Cognition)
  • Article
  • Open Access
7 Citations
3,540 Views
12 Pages

Selective Neural Electrical Stimulation of an Injured Facial Nerve Using Chronically Implanted Dual Cuff Electrodes

  • Arash Abiri,
  • Steven Chau,
  • Nathan R. James,
  • Khodayar Goshtasbi,
  • Jack L. Birkenbeuel,
  • Ronald Sahyouni,
  • Robert Edwards,
  • Hamid R. Djalilian and
  • Harrison W. Lin

27 October 2022

Facial nerve (FN) injury can lead to debilitating and permanent facial paresis/paralysis (FP), where facial muscles progressively lose tone, atrophy, and ultimately reduce to scar tissue. Despite considerable efforts in the recent decades, therapies...

(This article belongs to the Section Neurorehabilitation)
  • Article
  • Open Access
1 Citations
2,675 Views
14 Pages

25 December 2023

Emotional mimicry plays a vital role in understanding others’ emotions and has been found to be modulated by social contexts, especially group membership. However, the neural mechanisms underlying this modulation remain unclear. We explored whe...

(This article belongs to the Section Cognitive, Social and Affective Neuroscience)
  • Article
  • Open Access
905 Views
20 Pages

A Multimodal Time Point Labeling Approach for Analyzing Mastication and Swallowing Dynamics

  • Jingjing Liu,
  • Yuxuan Cao,
  • Jiale Kuang,
  • Zhongren Wei,
  • Boyu Liu,
  • Xianghao Wu,
  • Bolin Shi,
  • Lei Zhao,
  • Dongfu Xu and
  • Kui Zhong
  • + 1 author

21 May 2026

Mastication and swallowing are complex physiological processes involving the coordinated activity of multiple tissues in the oral cavity, facial region, and laryngeal system. Some detection methods suffer from limitations such as insufficient informa...

(This article belongs to the Section Biosensor and Bioelectronic Devices)
  • Case Report
  • Open Access
9 Citations
4,092 Views
11 Pages

Reanimation of the Smile with Neuro-Vascular Anastomosed Gracilis Muscle: A Case Series

  • Helen Abing,
  • Carina Pick,
  • Tabea Steffens,
  • Jenny Shachi Sharma,
  • Jens Peter Klußmann and
  • Maria Grosheva

Background: The aim of our manuscript was to evaluate the time course of clinical and electromyographical (EMG) reinnervation after the reanimation of the smile using a gracilis muscle transplant which is reinnervated with the masseteric nerve. Metho...

(This article belongs to the Special Issue Evidence-Based Diagnosis and Management of Facial Nerve Disorders)
  • Article
  • Open Access
15 Citations
5,148 Views
11 Pages

30 August 2021

To establish whether clinical prognostic factor outcomes differed based on the initial severity of facial weakness and to determine the association between the initial severity of facial weakness and favorable outcomes. This retrospective cohort stud...

(This article belongs to the Special Issue Diagnosis and Management of Peripheral Nerve Injuries)
  • Review
  • Open Access
8 Citations
4,184 Views
12 Pages

29 August 2023

Hemifacial spasm (HFS) is a rare disorder characterized by involuntary facial muscle contractions. The primary cause is mechanical compression of the facial nerve by nearby structures. Lateral spread response (LSR) is an abnormal muscle response obse...

(This article belongs to the Special Issue Novel Diagnostic and Therapeutic Approaches in Temporomandibular Disorders (TMDs) and Myofascial Pain)
  • Article
  • Open Access
25 Citations
5,741 Views
18 Pages

Mental illness has recurrently been found to be Othered by the lay public, although few researchers have examined the affective and implicit processes involved. To explore this, we triangulated facial electromyography (EMG), self-reports, and individ...

(This article belongs to the Special Issue Advances in Communication and Public Health)
  • Article
  • Open Access
1 Citations
3,948 Views
15 Pages

20 April 2024

Stuttering, affecting approximately 1% of the global population, is a complex speech disorder significantly impacting individuals’ quality of life. Prior studies using electromyography (EMG) to examine orofacial muscle activity in stuttering ha...

(This article belongs to the Special Issue Human Health and Performance Monitoring Sensors)
  • Article
  • Open Access
10 Citations
3,418 Views
21 Pages

Quantitatively Recognizing Stimuli Intensity of Primary Taste Based on Surface Electromyography

  • Hengyang Wang,
  • Dongcheng Lu,
  • Li Liu,
  • Han Gao,
  • Rumeng Wu,
  • Yueling Zhou,
  • Qing Ai,
  • You Wang and
  • Guang Li

20 October 2021

A novel approach to quantitatively recognize the intensity of primary taste stimuli was explored based on surface electromyography (sEMG). We captured sEMG samples under stimuli of primary taste with different intensities and quantitatively recognize...

(This article belongs to the Section Biosensors)
  • Article
  • Open Access
3 Citations
1,237 Views
10 Pages

30 April 2025

Background/Objective: The orbicularis oculi muscle (OOM) is crucial for eyelid function and ocular protection. Surface electromyography (sEMG) is a useful tool for assessing OOM activity, but interpretation remains limited due to a lack of standardiz...

(This article belongs to the Section Ophthalmology)
  • Article
  • Open Access
21 Citations
6,515 Views
13 Pages

Selective Surface Electrostimulation of the Denervated Zygomaticus Muscle

  • Dirk Arnold,
  • Jovanna Thielker,
  • Carsten M. Klingner,
  • Wiebke Caren Puls,
  • Wengelawit Misikire,
  • Orlando Guntinas-Lichius and
  • Gerd Fabian Volk

This article describes a first attempt to generate a standardized and safe selective surface electrostimulation (SES) protocol, including detailed instructions on electrode placement and stimulation parameter choice to obtain a selective stimulation...

(This article belongs to the Special Issue Skeletal Muscle Diagnostics and Managements)
  • Article
  • Open Access
4,004 Views
13 Pages

27 April 2021

Recognising our own and others’ emotions is vital for healthy social development. The aim of the current study was to determine how emotions related to the self or to another influence behavioural expressions of emotion. Facial electromyography (EMG)...

  • Article
  • Open Access
745 Views
15 Pages

Time to Complete Clinical Recovery and Its Predictors in Bell’s Palsy Patients Receiving Acupuncture: A Prospective Cohort Study

  • Aleksandar Kopitović,
  • Sandro Kalember,
  • Filip Katanić,
  • Nina Vico Katanić,
  • Zita Jovin,
  • Sofija Banić Horvat,
  • Miroslav Ilin,
  • Marko Bojović and
  • Svetlana Simić

29 June 2026

Background and Objectives: Bell’s palsy (BP) is the most common cause of acute unilateral peripheral facial nerve paralysis. The aim of this study was to evaluate the time to complete clinical recovery in patients with BP treated with acupunctu...

(This article belongs to the Special Issue Advances in the Field of Neurology: Innovations in Research and Treatment)
  • Article
  • Open Access
3 Citations
2,596 Views
15 Pages

Frame-Based Phone Classification Using EMG Signals

  • Inge Salomons,
  • Eder del Blanco,
  • Eva Navas,
  • Inma Hernáez and
  • Xabier de Zuazo

30 June 2023

This paper evaluates the impact of inter-speaker and inter-session variability on the development of a silent speech interface (SSI) based on electromyographic (EMG) signals from the facial muscles. The final goal of the SSI is to provide a communica...

(This article belongs to the Special Issue IberSPEECH 2022: Speech and Language Technologies for Iberian Languages)

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