OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Neural Systems and Rehabilitation Engineering is 47. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Variation Minimization Based Electrocardiogram Artifacts Removal for Local Field Potentials From Neurostimulator	797
Detection of Low Resilience Using Data-Driven Effective Connectivity Measures	146
Decoding Upper-Limb Movements via Inter-Muscle Displacement: From Synthetic to Clinical Data in a Myokinetic Interface	129
Muscle Synergy Analysis of Patients With Chronic Low Back Pain During Functional Tasks	113
3D Visual Discomfort Assessment With a Weakly Supervised Graph Convolution Neural Network Based on Inaccurately Labeled EEG	107
A Locomotion Mode Recognition Algorithm Using Adaptive Dynamic Movement Primitives	105
KAleep-Net: A Kolmogorov-Arnold Flash Attention Network for Sleep Stage Classification Using Single-Channel EEG With Explainability	98
Online Unsupervised Adaptation of Latent Representation for Myoelectric Control During User-Decoder Co-Adaptation	96
Corrections to “Effects of Targeted Assistance and Perturbations on the Relationship Between Pelvis Motion and Step Width in People With Chronic Stroke”	96
A Personalized Closed-Loop Brain Stimulation Protocol for Difficulty Falling Asleep	93
Enhancing SSVEP-BCI Performance Under Fatigue State Using Dynamic Stopping Strategy	91
Improving Generalization of CNN-Based Motor-Imagery EEG Decoders via Dynamic Convolutions	81
Graph Reasoning Module for Alzheimer’s Disease Diagnosis: A Plug-and-Play Method	77
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints	73
3-D Evaluation of Abnormal Upper Extremity Joint Coupling Post-Stroke	73
Turning Strategies While Walking on an Omnidirectional Treadmill With Virtual Reality	72
Investigating Feedback-Informed Screen-Guided Training to Enhance Myoelectric Control and Predictability	70
Neural Correlation Integrated Adaptive Point Process Filtering on Population Spike Trains	68
Non-Intrusive Real Time Eye Tracking Using Facial Alignment for Assistive Technologies	68
Simulation-Driven Exoskeleton Control: Predicting Soft Pneumatic Gel Muscle Actuator Assistance to Reduce Metabolic Cost at Different Walking Speeds	67
An Intelligent Rehabilitation Assessment Method for Stroke Patients Based on Lower Limb Exoskeleton Robot	67
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series	66
An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG	66
Lower-Limb Non-Parametric Functional Muscle Network: Test-Retest Reliability Analysis	65
Neurophysiologically Meaningful Motor Imagery EEG Simulation With Applications to Data Augmentation	65

Intelligent Sitting Posture Classifier for Wheelchair Users	64
A Real-Time Non-Implantation Bi-Directional Brain–Computer Interface Solution Without Stimulation Artifacts	63
Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy	63
ERP and Pupillometry Synchronization Analysis on Rapid Serial Visual Presentation of Words, Numbers, Pictures	62
Visual Feedback Gain Modulates the Activation of Task-Related Networks and the Suppression of Non-Task Networks During Precise Grasping	61
Behavioral Cloning of Physiotherapists in Adapting Robot Control Parameter	61
Myo-Hand XP: User-Centered Co-Design, Clinical Implementation, and Commercial Translation of an Immersive Virtual Reality Intervention for Myoelectric Prosthesis Training	60
Biophysical Models With Adaptive Online Learning for Direct Neural Control of Prostheses	59
Test-Retest Reliability and Preliminary Reference Data for the Virtual Eggs Test in Healthy Adults	58
Speech2EEG: Leveraging Pretrained Speech Model for EEG Signal Recognition	57
Improving Sit/Stand Loading Symmetry and Timing Through Unified Variable Impedance Control of a Powered Knee-Ankle Prosthesis	55
A Scoping Review of Machine Learning Applied to Peripheral Nerve Interfaces	53
Proportional and Simultaneous Real-Time Control of the Full Human Hand From High-Density Electromyography	53
Depression Identification Using EEG Signals via a Hybrid of LSTM and Spiking Neural Networks	53
A Review of Intelligent Walking Support Robots: Aiding Sit-to-Stand Transition and Walking	52
Motor Imagery and Action Observation Induced Electroencephalographic Activations to Guide Subject-Specific Training Paradigm: A Pilot Study	52
Application of Home-Based Wearable Technologies in Physical Rehabilitation for Stroke: A Scoping Review	52
Adaptive Adjustment of FES Profiles Using Norm-Optimal Iterative Learning Control for Foot Drop Correction	52
A Deep-Learning Based Real-Time Prediction of Seated Postural Limits and Its Application in Trunk Rehabilitation	51
Enhanced Brain Functional Interaction Following BCI-Guided Supernumerary Robotic Finger Training Based on Sixth-Finger Motor Imagery	50
Development and Evaluation of Refreshable Braille Display and Active Touch-Reading System for Digital Reading of the Visually Impaired	49
A Compact Graph Convolutional Network With Adaptive Functional Connectivity for Seizure Prediction	48
Frequency-Dependent Microstate Characteristics for Mild Cognitive Impairment in Parkinson’s Disease	47