IEEE Transactions on Biomedical Engineering
Featured Articles
Design a Novel BCI for Neurorehabilitation Using Concurrent LFP and EEG Features: A Case Study
This work introduced for the first time a novel BCI that incorporate both intracortical LFP and scalp EEG (named, LFP-EEG-BCI) for motor intention decoding during neurorehabilitation. Concurrent intracortical and scalp signals were collected from a paraplegic patient undergoing motor imagery (MI) neurorehabilitation training. A common spatial filter approach was adopted for feature extraction and a decision fusion strategy was further introduced to obtain the decoding results. Transfer learning approach was also utilized to reduce the calibration. The proposed novel LFP-EEG-BCI may lead to new directions for developing practical neurorehabilitation systems in clinical applications...
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Posted on 29 APR 2022
Featured Articles
Experimental results using force-feedback cueing in robot-assisted stroke therapy
Abstract:Stroke is the leading cause of disability among adults in the United States. Behaviors such as learned nonuse hinder hemiplegic stroke survivors from the full use of both arms in activities of daily living. Active force-feedback cues, designed to restrain...
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Posted on 26 MAR 2021
Articles
Design of a Device for Lower Limb Prophylaxis and Exercise
The problem of immobility of legs leading to a potentially life threatening condition including deep venous thrombosis (DVT) is well known. The reduced mobility of leg affects a large number of patients in a wide range of clinical scenarios spanning...
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Posted on 10 NOV 2020
Featured Articles
A Hybrid Robotic System for Arm Training of Stroke Survivors: Concept and First Evaluation
Emilia Ambrosini, Johannes Zajc, Simona Ferrante, Giancarlo Ferrigno, Stefano Dalla Gasperina, Maria Bulgheroni, Walter Baccinelli, Thomas Schauer, Constantin Wiesener, Michael Russold, Margit Gfohler, Markus Puchinger, Matthias Weber, Sebastian Becker, Karsten Krakow, Nancy Immick, Andreas Augsten, Mauro Rossini, Davide Proserpio, Giulio Gasperini, Franco Molteni, Alessandra Pedrocchi
This work describes a hybrid robotic system for arm recovery after stroke, combining EMG-triggered Functional Electrical Stimulation (FES) with a passive exoskeleton for upper limb suspension. The system was developed within the European project RETRAINER and was used in a...
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Posted on 1 DEC 2019
Articles, Published Articles
Stroke Patients’ Acceptance of a Smart Garment for Supporting Upper Extremity Rehabilitation
The objective is to evaluate to which extent that Zishi a garment equipped with sensors that can support posture monitoring can be used in upper extremity rehabilitation training of stroke patients. Seventeen stroke survivors (mean age: 55 years old, SD...
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Posted on 31 OCT 2018
Featured Articles
StableEyes—A Portable Vestibular Rehabilitation Device
The vestibulo-ocular reflex (VOR) is the primary mechanism for stabilizing vision during rapid head movements. We have developed a training technique that typically increases the VOR response a minimum of 15% after 15 mins of training. This technique relies on...
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Posted on 29 JUN 2018
Articles, Published Articles
Enabling Stroke Rehabilitation in Home and Community Settings: A Wearable Sensor-Based Approach for Upper-Limb Motor Training
Sunghoon Ivan Lee, Catherine P. Adans-Dester, Matteo Grimaldi, Ariel V. Dowling, Peter C. Horak, Randie M. Black-Schaffer, Paolo Bonato, Joseph T. Gwin
Abstract
High-dosage motor practice can significantly contribute to achieving functional recovery after a stroke. Performing rehabilitation exercises at home and using, or attempting to use, the stroke-affected upper limb during Activities of Daily Living (ADL) are effective ways to achieve high-dosage...
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Posted on 7 MAY 2018
Featured Articles
State-of-the-Art and Future Directions for Robotic Lower Limb Exoskeletons
Research on robotic exoskeletons has rapidly expanded over the previous decade. Advances in robotic hardware and energy supplies have enabled viable prototypes for human testing. This review paper describes current lower limb robotic exoskeletons, with specific regard to common trends...
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Posted on 24 FEB 2017
Featured Articles
Gait Analysis from a Single Ear-Worn Sensor: Reliability and Clinical Evaluation for Orthopaedic Patients
Objective assessment of detailed gait patterns after orthopaedic surgery is important for post-surgical follow-up and rehabilitation. The purpose of this paper is to assess the use of a single ear-worn sensor for clinical gait analysis. A reliability measure is devised...
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Posted on 5 AUG 2016
Featured Articles
Assessment of Foot Trajectory for Human Gait Phase Detection Using Wireless Ultrasonic Sensor Network
This paper presents a new highly accurate gait phase detection system using wearable wireless ultrasonic sensors, which can be used in gait analysis or rehabilitation applications. The gait phase detection system uses the foot displacement information during walking to extract...
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Posted on 18 JAN 2016