Diabetic retinopathy diagnosis using multichannel generative adversarial network with semisupervision

S Wang, X Wang, Y Hu, Y Shen, Z Yang… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Diabetic retinopathy (DR) is one of the major causes of blindness. It is of great significance
to apply deep-learning techniques for DR recognition. However, deep-learning algorithms …

Ankle joint torque estimation using an EMG-driven neuromusculoskeletal model and an artificial neural network model

L Zhang, Z Li, Y Hu, C Smith… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In recent decades, there has been an increasing interest in the use of robotic powered
exoskeletons to assist patients with movement disorders in rehabilitation and daily life …

Robust iterative feedback tuning control of a compliant rehabilitation robot for repetitive ankle training

W Meng, SQ Xie, Q Liu, CZ Lu… - IEEE/ASME Transactions …, 2016 - ieeexplore.ieee.org
Robot-assisted rehabilitation offers benefits, such as repetitive, intensive, and task-specific
training, as compared to traditional manual manipulation performed by physiotherapists. In …

Adaptive patient-cooperative control of a compliant ankle rehabilitation robot (CARR) with enhanced training safety

M Zhang, SQ Xie, X Li, G Zhu, W Meng… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
This paper proposes a new adaptive patient-cooperative control strategy for improving the
effectiveness and safety of robot-assisted ankle rehabilitation. This control strategy has been …

A new ankle robotic system enabling whole-stage compliance rehabilitation training

M Dong, W Fan, J Li, X Zhou, X Rong… - IEEE/ASME …, 2020 - ieeexplore.ieee.org
Robot-assisted physical therapy can encourage a subject's voluntary participation to
achieve rapid motor function recovery. To enhance the subject's cooperation, and training …

Ankle foot motion recognition based on wireless wearable sEMG and acceleration sensors for smart AFO

C Zhou, L Yang, H Liao, B Liang, X Ye - Sensors and Actuators A: Physical, 2021 - Elsevier
Ankle joint is one of the important anatomical structures of the human body, smart ankle-foot
orthosis (AFO) can assist human walking and improve the ankle motion for patients. This …

Ankle injury rehabilitation robot (airr): review of strengths and opportunities based on a swot (strengths, weaknesses, opportunities, threats) analysis

MN Shah, SN Basah, KS Basaruddin, H Takemura… - Machines, 2022 - mdpi.com
Generally, severity, any additional damage to the joint surface, and the optimal rehabilitation
influence the recovery of an ankle injury. Optimal rehabilitation is the only approach for a …

Online gait planning of lower-limb exoskeleton robot for paraplegic rehabilitation considering weight transfer process

Y Ma, X Wu, SX Yang, C Dang, DX Liu… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
People who suffer from paraplegia completely lose sensory and locomotor functions; there
are no known treatment methods for their recovery at this time. Exoskeleton robots have the …

sEMG-based dynamic muscle fatigue classification using SVM with improved whale optimization algorithm

Q Liu, Y Liu, C Zhang, Z Ruan, W Meng… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
During robot-assisted rehabilitation, failure to detect muscle fatigue in time may cause
severe damage to human muscles. Surface electromyography (sEMG) signals are widely …

Toward image-to-tactile cross-modal perception for visually impaired people

H Liu, D Guo, X Zhang, W Zhu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
It is still a great challenge for the visually impaired people to perceive their surroundings
from a global perspective, which makes it difficult for them to interact with unfamiliar …