A Review of EMG-, FMG-, and EIT-Based Biosensors and Relevant Human–Machine Interactivities and Biomedical Applications

Smart Bio-Impedance-Based Sensor for Guiding Standard Needle Insertion

(2022) Ivan Kudashov et al.   SENSORS

Estimation of Time-Frequency Muscle Synergy in Wrist Movements

(2022) Ping Xie et al.   Entropy

Pattern Recognition of EMG Signals by Machine Learning for the Control of a Manipulator Robot

(2022) Francisco Pérez-Reynoso et al.   SENSORS

sEMG and Vibration System Monitoring for Differential Diagnosis in Temporomandibular Joint Disorders

(2022) Małgorzata Kulesa-Mrowiecka et al.   SENSORS

A Wearable, Multi-Frequency Device to Measure Muscle Activity Combining Simultaneous Electromyography and Electrical Impedance Myography

(2022) Chuong Ngo et al.   SENSORS

Comparative Analysis of Supervised Classifiers for the Evaluation of Sarcopenia Using a sEMG-Based Platform

(2022) Alessandro Leone et al.   SENSORS

A Systematic Study on Electromyography-Based Hand Gesture Recognition for Assistive Robots Using Deep Learning and Machine Learning Models

(2022) Pranesh Gopal et al.   SENSORS

Immediate Effects of Functional Electrical Stimulation-Assisted Cycling on the Paretic Muscles of Patients With Hemiparesis After Stroke: Evidence From Electrical Impedance Myography

(2022) Le Li et al.   Frontiers in Aging Neuroscience

RBF Sliding Mode Control Method for an Upper Limb Rehabilitation Exoskeleton Based on Intent Recognition

(2022) Dezhi Kong et al.   Applied Sciences-Basel

A Differentiable Dynamic Model for Musculoskeletal Simulation and Exoskeleton Control

(2022) Chao-Hung Kuo et al.   Biosensors-Basel

How Paretic and Non-Paretic Ankle Muscles Contract during Walking in Stroke Survivors: New Insight Using Novel Wearable Ultrasound Imaging and Sensing Technology

(2022) Pei-Zhao Lyu et al.   Biosensors-Basel

Evaluation of Regional Pulmonary Ventilation in Spontaneously Breathing Patients with Idiopathic Pulmonary Fibrosis (IPF) Employing Electrical Impedance Tomography (EIT): A Pilot Study from the European IPF Registry (eurIPFreg)

(2021) Ekaterina Krauss et al.   Journal of Clinical Medicine

Gait Phase Detection Based on Muscle Deformation with Static Standing-Based Calibration

(2021) Tamon Miyake et al.   SENSORS

Semi-supervised style transfer mapping-based framework for sEMG-based pattern recognition with 1- or 2-DoF forearm motions

(2021) Suguru Kanoga et al.   Biomedical Signal Processing and Control

Investigation on the Sampling Frequency and Channel Number for Force Myography Based Hand Gesture Recognition

(2021) Guangtai Lei et al.   SENSORS

An affordable transradial prosthesis based on force myography sensor

(2021) Alok Prakash et al.   SENSORS AND ACTUATORS A-PHYSICAL

Repurposing an EMG Biofeedback Device for Gait Rehabilitation: Development, Validity and Reliability

(2021) Reza Koiler et al.   International Journal of Environmental Research and Public Health

Two-Step Biometrics Using Electromyogram Signal Based on Convolutional Neural Network-Long Short-Term Memory Networks

(2021) Jin-Su Kim et al.   Applied Sciences-Basel

Feasibility of Temperature Control by Electrical Impedance Tomography in Hyperthermia

(2021) Redi Poni et al.   Cancers

Integrated Design of a Custom Steering System in Cars and Verification of Its Correct Functioning

(2021) Włodzimierz Choromański et al.   Energies

A Way of Bionic Control Based on EI, EMG, and FMG Signals

(2021) Andrey Briko et al.   SENSORS

Dry Wearable Textile Electrodes for Portable Electrical Impedance Tomography

(2021) Chang-Lin Hu et al.   SENSORS

Ankle foot motion recognition based on wireless wearable sEMG and acceleration sensors for smart AFO

(2021) Congcong Zhou et al.   SENSORS AND ACTUATORS A-PHYSICAL

Development of a Wearable Gesture Recognition System Based on Two-Terminal Electrical Impedance Tomography

(2021) Xupeng Lu et al.   IEEE Journal of Biomedical and Health Informatics

Motion Artifact Suppression for Insulated EMG to Control Myoelectric Prostheses

(2020) Theresa Roland   SENSORS

Feature selection and dimensionality reduction: An extensive comparison in hand gesture classification by sEMG in eight channels armband approach

(2020) José Jair A. Mendes Junior et al.   Biomedical Signal Processing and Control

Estimating Exerted Hand Force via Force Myography to Interact with a Biaxial Stage in Real-Time by Learning Human Intentions: A Preliminary Investigation

(2020) Umme Zakia et al.   SENSORS

Force myography controlled multifunctional hand prosthesis for upper-limb amputees

(2020) Alok Prakash et al.   Biomedical Signal Processing and Control

Hand Gesture Recognition Using Three-Dimensional Electrical Impedance Tomography

(2020) Dai Jiang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

Discretized Target Size Detection in Electrical Impedance Tomography Using Neural Network Classifier

(2020) Shu-Wei Huang et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Wearable Physiological Monitoring System Based on Electrocardiography and Electromyography for Upper Limb Rehabilitation Training

(2020) Shumi Zhao et al.   SENSORS

An Ultra-Sensitive Modular Hybrid EMG–FMG Sensor with Floating Electrodes

(2020) Ang Ke et al.   SENSORS

A New Force Myography-Based Approach for Continuous Estimation of Knee Joint Angle in Lower Limb Amputees and Able-Bodied Subjects

(2020) Amit Kumar et al.   IEEE Journal of Biomedical and Health Informatics

Performance of Forearm FMG for Estimating Hand Gestures and Prosthetic Hand Control

(2019) Nguon Ha et al.   Journal of Bionic Engineering

A Study of Movement Classification of the Lower Limb Based on up to 4-EMG Channels

(2019) Diana Toledo-Pérez et al.   Electronics

Flexible Capacitive Pressure Sensor Enhanced by Tilted Micropillar Arrays

(2019) Yongsong Luo et al.   ACS Applied Materials & Interfaces

An Investigation on the Sampling Frequency of the Upper-Limb Force Myographic Signals

(2019) Zhen Gang Xiao et al.   SENSORS

Wearable and Flexible Textile Electrodes for Biopotential Signal Monitoring: A review

(2019) Gizem Acar et al.   Electronics

Evaluation of Optical Myography Sensor as Predictor of Hand Postures

(2019) Yu Tzu Wu et al.   IEEE SENSORS JOURNAL

Textile‐Only Capacitive Sensors for Facile Fabric Integration without Compromise of Wearability

(2019) Qi Zhang et al.   Advanced Materials Technologies

FMG Versus EMG: A Comparison of Usability for Real-Time Pattern Recognition Based Control

(2019) Alex Belyea et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Learning Scheme for EMG Based Decoding of Dexterous, In-Hand Manipulation Motions

(2019) Anany Dwivedi et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A Review of Force Myography Research and Development

(2019) Zhen Gang Xiao et al.   SENSORS

Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation

(2019) Nawadita Parajuli et al.   SENSORS

Support Vector Machine-Based EMG Signal Classification Techniques: A Review

(2019) Diana C. Toledo-Pérez et al.   Applied Sciences-Basel

Investigation of Regression Methods for Reduction of Errors Caused by Bending of FSR-Based Pressure Sensing Systems Used for Prosthetic Applications

(2019) Chakaveh Ahmadizadeh et al.   SENSORS

A novel, co-located EMG-FMG-sensing wearable armband for hand gesture recognition

(2019) Shuo Jiang et al.   SENSORS AND ACTUATORS A-PHYSICAL

Investigation of Channel Selection for Gesture Classification for Prosthesis Control Using Force Myography: A Case Study

(2019) Chakaveh Ahmadizadeh et al.   Frontiers in Bioengineering and Biotechnology

CT Image-Guided Electrical Impedance Tomography for Medical Imaging

(2019) Ziang Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Development of a Wearable Electrical Impedance Tomographic Sensor for Gesture Recognition With Machine Learning

(2019) Jiafeng Yao et al.   IEEE Journal of Biomedical and Health Informatics

Fabrication, Structure Characterization, and Performance Testing of Piezoelectret-Film Sensors for Recording Body Motion

(2018) Peng Fang et al.   IEEE SENSORS JOURNAL

A proportional control scheme for high density force myography

(2018) Alexander T Belyea et al.   Journal of Neural Engineering

Brain haemorrhage detection using a SVM classifier with electrical impedance tomography measurement frames

(2018) Barry McDermott et al.   PLoS One

A Wearable Gait Phase Detection System Based on Force Myography Techniques

(2018) Xianta Jiang et al.   SENSORS

A Novel Feature Optimization for Wearable Human-Computer Interfaces Using Surface Electromyography Sensors

(2018) et al.   SENSORS

Clinical implementation of electric impedance tomography in the treatment of ARDS: a single centre experience

(2018) Serge J. H. Heines et al.   JOURNAL OF CLINICAL MONITORING AND COMPUTING

Virtual grasps recognition using fusion of Leap Motion and force myography

(2018) Xianta Jiang et al.   VIRTUAL REALITY

Muscle Performance Investigated With a Novel Smart Compression Garment Based on Pressure Sensor Force Myography and Its Validation Against EMG

(2018) Aaron Belbasis et al.   Frontiers in Physiology

Optical Fiber Force Myography Sensor for Identification of Hand Postures

(2018) Eric Fujiwara et al.   Journal of Sensors

Development of EOG-Based Human Computer Interface (HCI) System Using Piecewise Linear Approximation (PLA) and Support Vector Regression (SVR)

(2018) Jung-Jin Yang et al.   Electronics

Knit Band Sensor for Myoelectric Control of Surface EMG-based Prosthetic Hand

(2018) Seulah Lee et al.   IEEE SENSORS JOURNAL

A High-Level Control Algorithm Based on sEMG Signalling for an Elbow Joint SMA Exoskeleton

(2018) Dorin Copaci et al.   SENSORS

Force Myography Based Novel Strategy for Locomotion Classification

(2018) Anoop Kant Godiyal et al.   IEEE Transactions on Human-Machine Systems

Regressing grasping using force myography: an exploratory study

(2018) Rana Sadeghi Chegani et al.   Biomedical Engineering Online

Touch Position Detection in Electrical Tomography Tactile Sensors Through Quadratic Classifier

(2018) Stefania Russo et al.   IEEE SENSORS JOURNAL

A Multiparameter Approach to Evaluate Post-Stroke Patients: An Application on Robotic Rehabilitation

(2018) Antonella Belfatto et al.   Applied Sciences-Basel

A Case Study of a Force-myography Controlled Bionic Hand Mitigating Limb Position Effect

(2017) Diego Ferigo et al.   Journal of Bionic Engineering

Performance of Forearm FMG and sEMG for Estimating Elbow, Forearm and Wrist Positions

(2017) Zhen Gang Xiao et al.   Journal of Bionic Engineering

Exploration of Force Myography and surface Electromyography in hand gesture classification

(2017) Xianta Jiang et al.   MEDICAL ENGINEERING & PHYSICS

Evaluation of Feature Extraction and Recognition for Activity Monitoring and Fall Detection Based on Wearable sEMG Sensors

(2017) Xugang Xi et al.   SENSORS

Surface EMG-Based Inter-Session Gesture Recognition Enhanced by Deep Domain Adaptation

(2017) Yu Du et al.   SENSORS

Grip Force and 3D Push-Pull Force Estimation Based on sEMG and GRNN

(2017) Changcheng Wu et al.   Frontiers in Neuroscience

Alterations in Localized Electrical Impedance Myography of Biceps Brachii Muscles Paralyzed by Spinal Cord Injury

(2017) Le Li et al.   Frontiers in Neurology

A Multivariate Multiscale Fuzzy Entropy Algorithm with Application to Uterine EMG Complexity Analysis

(2016) Mosabber Ahmed et al.   Entropy

Electrical impedance tomography monitoring in acute respiratory distress syndrome patients with mechanical ventilation during prolonged positive end-expiratory pressure adjustments

(2016) Chia-Fu Hsu et al.   JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION

A Review of Classification Techniques of EMG Signals during Isotonic and Isometric Contractions

(2016) Nurhazimah Nazmi et al.   SENSORS

Real-Time Electrical Impedance Variations in Women With and Without Breast Cancer

(2015) Ryan J. Halter et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

First-in-man demonstration of a fully implanted myoelectric sensors system to control an advanced electromechanical prosthetic hand

(2015) Paul F. Pasquina et al.   JOURNAL OF NEUROSCIENCE METHODS

A technique for classification and decomposition of muscle signal for control of myoelectric prostheses based on wavelet statistical classifier

(2015) Karan Veer   MEASUREMENT

In vitro localisation of intracranial haematoma using electrical impedance tomography semi-array

(2015) S. Bentolhoda Ayati et al.   MEDICAL ENGINEERING & PHYSICS

Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders

(2013) Abdulhamit Subasi   COMPUTERS IN BIOLOGY AND MEDICINE

Surface Electromyography Signal Processing and Classification Techniques

(2013) Rubana Chowdhury et al.   SENSORS

Combined Use of FSR Sensor Array and SVM Classifier for Finger Motion Recognition Based on Pressure Distribution Map

(2012) Nan Li et al.   Journal of Bionic Engineering

Development of a flexible PDMS capacitive pressure sensor for plantar pressure measurement

(2012) Kin Fong Lei et al.   MICROELECTRONIC ENGINEERING

Fatigue and fibromyalgia syndrome: Clinical and neurophysiologic pattern

(2011) Roberto Casale et al.   BEST PRACTICE & RESEARCH IN CLINICAL RHEUMATOLOGY

Identification of EMG signals using discriminant analysis and SVM classifier

(2011) Ahmet Alkan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Simultaneous and Proportional Estimation of Hand Kinematics From EMG During Mirrored Movements at Multiple Degrees-of-Freedom

(2011) S. Muceli et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Improved Image Reconstruction for an EIT-Based Sensitive Skin With Multiple Internal Electrodes

(2011) David Silvera Tawil et al.   IEEE Transactions on Robotics

Steering a Tractor by Means of an EMG-Based Human-Machine Interface

(2011) Jaime Gomez-Gil et al.   SENSORS

Design of Impedance Measuring Circuits Based on Phase-Sensitive Demodulation Technique

(2010) Dixiang Chen et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Filtering the surface EMG signal: Movement artifact and baseline noise contamination

(2010) Carlo J. De Luca et al.   JOURNAL OF BIOMECHANICS

Electrical impedence tomography and heterogeneity of pulmonary perfusion and ventilation in porcine acute lung injury

(2009) A. FAGERBERG et al.   ACTA ANAESTHESIOLOGICA SCANDINAVICA

Real-time detection of pneumothorax using electrical impedance tomography*

(2009) Eduardo L. V. Costa et al.   CRITICAL CARE MEDICINE

Evaluation of an electrical impedance tomography-based global inhomogeneity index for pulmonary ventilation distribution

(2009) Zhanqi Zhao et al.   INTENSIVE CARE MEDICINE

Pressure signature of forearm as predictor of grip force

(2009) Michael Wininger   JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT