OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Neural Systems and Rehabilitation Engineering is 51. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
Variation Minimization Based Electrocardiogram Artifacts Removal for Local Field Potentials From Neurostimulator	978
Detection of Low Resilience Using Data-Driven Effective Connectivity Measures	162
3D Visual Discomfort Assessment With a Weakly Supervised Graph Convolution Neural Network Based on Inaccurately Labeled EEG	145
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation	131
Corrections to “Effects of Targeted Assistance and Perturbations on the Relationship Between Pelvis Motion and Step Width in People With Chronic Stroke”	121
3-D Evaluation of Abnormal Upper Extremity Joint Coupling Post-Stroke	120
Enhancing SSVEP-BCI Performance Under Fatigue State Using Dynamic Stopping Strategy	120
Investigating Feedback-Informed Screen-Guided Training to Enhance Myoelectric Control and Predictability	115
Non-Intrusive Real Time Eye Tracking Using Facial Alignment for Assistive Technologies	112
Lower-Limb Non-Parametric Functional Muscle Network: Test-Retest Reliability Analysis	103
Intelligent Sitting Posture Classifier for Wheelchair Users	101
Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy	90
A Real-Time Non-Implantation Bi-Directional Brain–Computer Interface Solution Without Stimulation Artifacts	85
Behavioral Cloning of Physiotherapists in Adapting Robot Control Parameter	84
Visual Feedback Gain Modulates the Activation of Task-Related Networks and the Suppression of Non-Task Networks During Precise Grasping	82
Myo-Hand XP: User-Centered Co-Design, Clinical Implementation, and Commercial Translation of an Immersive Virtual Reality Intervention for Myoelectric Prosthesis Training	79
Biophysical Models With Adaptive Online Learning for Direct Neural Control of Prostheses	76
Test-Retest Reliability and Preliminary Reference Data for the Virtual Eggs Test in Healthy Adults	76
ERP and Pupillometry Synchronization Analysis on Rapid Serial Visual Presentation of Words, Numbers, Pictures	74
Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation	73
A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces	73
A Deep-Learning Based Real-Time Prediction of Seated Postural Limits and Its Application in Trunk Rehabilitation	73
Enhanced Brain Functional Interaction Following BCI-Guided Supernumerary Robotic Finger Training Based on Sixth-Finger Motor Imagery	71
Gait Adaptation to Asymmetric Foot-Ground Compliance Applied by Robotic Footwear	71
Simulation-Driven Exoskeleton Control: Predicting Soft Pneumatic Gel Muscle Actuator Assistance to Reduce Metabolic Cost at Different Walking Speeds	70

An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG	70
A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep	70
Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions	70
An Intelligent Rehabilitation Assessment Method for Stroke Patients Based on Lower Limb Exoskeleton Robot	69
A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction	67
Depression Identification Using EEG Signals via a Hybrid of LSTM and Spiking Neural Networks	67
KAleep-Net: A Kolmogorov-Arnold Flash Attention Network for Sleep Stage Classification Using Single-Channel EEG With Explainability	67
Turning Strategies While Walking on an Omnidirectional Treadmill With Virtual Reality	65
A Review of Intelligent Walking Support Robots: Aiding Sit-to-Stand Transition and Walking	64
Speech2EEG: Leveraging Pretrained Speech Model for EEG Signal Recognition	63
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method	63
Development and Evaluation of Refreshable Braille Display and Active Touch-Reading System for Digital Reading of the Visually Impaired	63
Adaptive Adjustment of FES Profiles Using Norm-Optimal Iterative Learning Control for Foot Drop Correction	61
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints	61
A Locomotion Mode Recognition Algorithm Using Adaptive Dynamic Movement Primitives	60
Motor Imagery and Action Observation Induced Electroencephalographic Activations to Guide Subject-Specific Training Paradigm: A Pilot Study	58
Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains	58
Muscle Synergy Analysis of Patients With Chronic Low Back Pain During Functional Tasks	57
Decoding Upper-Limb Movements via Inter-Muscle Displacement: From Synthetic to Clinical Data in a Myokinetic Interface	57
iFEMG-Based Muscle Function Assessment for Rehabilitation Monitoring After Knee Anterior Cruciate Ligament Repair Surgery	55
Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis	54
Application of Home-Based Wearable Technologies in Physical Rehabilitation for Stroke: A Scoping Review	54
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography	53
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series	53
Frequency-Dependent Microstate Characteristics for Mild Cognitive Impairment in Parkinson’s Disease	52
Development and Assessment of a New Multichannel Electrocutaneous Device for Non-Invasive Somatosensory Stimulation for Magnetic Resonance Applications	51
Novel Moving Steady-State Visual Evoked Potential Stimulus to Assess Afferent and Efferent Dysfunction in Multiple Sclerosis	51
A Screen-Based Multimodal Virtual Classroom Interface for Understanding Behavioral Sensory Responses in Autistic Adolescents: A Pilot Study	51