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
3-D Evaluation of Abnormal Upper Extremity Joint Coupling Post-Stroke	73
A Novel Passive Shoulder Exoskeleton Using Link Chains and Magnetic Spring Joints	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
An Intelligent Rehabilitation Assessment Method for Stroke Patients Based on Lower Limb Exoskeleton Robot	67
Simulation-Driven Exoskeleton Control: Predicting Soft Pneumatic Gel Muscle Actuator Assistance to Reduce Metabolic Cost at Different Walking Speeds	67
An Online Estimating Framework for Ankle Actively Exerted Torque Under Multi-DOF Coupled Dynamic Motions via sEMG	66
Modeling and Individualizing Continuous Joint Kinematics Using Gaussian Process Enhanced Fourier Series	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