OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Neural Systems and Rehabilitation Engineering is 49. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Variation Minimization Based Electrocardiogram Artifacts Removal for Local Field Potentials From Neurostimulator	848
Detection of Low Resilience Using Data-Driven Effective Connectivity Measures	150
Decoding Upper-Limb Movements via Inter-Muscle Displacement: From Synthetic to Clinical Data in a Myokinetic Interface	134
Muscle Synergy Analysis of Patients With Chronic Low Back Pain During Functional Tasks	115
3D Visual Discomfort Assessment With a Weakly Supervised Graph Convolution Neural Network Based on Inaccurately Labeled EEG	113
A Locomotion Mode Recognition Algorithm Using Adaptive Dynamic Movement Primitives	109
KAleep-Net: A Kolmogorov-Arnold Flash Attention Network for Sleep Stage Classification Using Single-Channel EEG With Explainability	104
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation	103
Corrections to “Effects of Targeted Assistance and Perturbations on the Relationship Between Pelvis Motion and Step Width in People With Chronic Stroke”	102
A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep	97
Enhancing SSVEP-BCI Performance Under Fatigue State Using Dynamic Stopping Strategy	96
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method	86
3-D Evaluation of Abnormal Upper Extremity Joint Coupling Post-Stroke	79
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints	78
Turning Strategies While Walking on an Omnidirectional Treadmill With Virtual Reality	76
Investigating Feedback-Informed Screen-Guided Training to Enhance Myoelectric Control and Predictability	73
Non-Intrusive Real Time Eye Tracking Using Facial Alignment for Assistive Technologies	72
Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains	71
Adaptive Adjustment of FES Profiles Using Norm-Optimal Iterative Learning Control for Foot Drop Correction	71
Motor Imagery and Action Observation Induced Electroencephalographic Activations to Guide Subject-Specific Training Paradigm: A Pilot Study	71
A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction	70
Depression Identification Using EEG Signals via a Hybrid of LSTM and Spiking Neural Networks	69
Application of Home-Based Wearable Technologies in Physical Rehabilitation for Stroke: A Scoping Review	68
An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG	67
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series	65

Lower-Limb Non-Parametric Functional Muscle Network: Test-Retest Reliability Analysis	65
Intelligent Sitting Posture Classifier for Wheelchair Users	64
A Real-Time Non-Implantation Bi-Directional Brain–Computer Interface Solution Without Stimulation Artifacts	64
Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy	64
Biophysical Models With Adaptive Online Learning for Direct Neural Control of Prostheses	63
Behavioral Cloning of Physiotherapists in Adapting Robot Control Parameter	63
Myo-Hand XP: User-Centered Co-Design, Clinical Implementation, and Commercial Translation of an Immersive Virtual Reality Intervention for Myoelectric Prosthesis Training	63
Visual Feedback Gain Modulates the Activation of Task-Related Networks and the Suppression of Non-Task Networks During Precise Grasping	63
Test-Retest Reliability and Preliminary Reference Data for the Virtual Eggs Test in Healthy Adults	60
ERP and Pupillometry Synchronization Analysis on Rapid Serial Visual Presentation of Words, Numbers, Pictures	58
Speech2EEG: Leveraging Pretrained Speech Model for EEG Signal Recognition	58
Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation	56
Simulation-Driven Exoskeleton Control: Predicting Soft Pneumatic Gel Muscle Actuator Assistance to Reduce Metabolic Cost at Different Walking Speeds	56
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography	55
Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis	54
A Deep-Learning Based Real-Time Prediction of Seated Postural Limits and Its Application in Trunk Rehabilitation	53
Enhanced Brain Functional Interaction Following BCI-Guided Supernumerary Robotic Finger Training Based on Sixth-Finger Motor Imagery	52
A Review of Intelligent Walking Support Robots: Aiding Sit-to-Stand Transition and Walking	52
A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces	52
Development and Evaluation of Refreshable Braille Display and Active Touch-Reading System for Digital Reading of the Visually Impaired	52
Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions	52
An Intelligent Rehabilitation Assessment Method for Stroke Patients Based on Lower Limb Exoskeleton Robot	50
Frequency-Dependent Microstate Characteristics for Mild Cognitive Impairment in Parkinson’s Disease	49
Gait Adaptation to Asymmetric Foot-Ground Compliance Applied by Robotic Footwear	49