AI Medical Compendium Journal:
IEEE transactions on bio-medical engineering

Showing 21 to 30 of 342 articles

Generative Adversarial Networks With Radiomics Supervision for Lung Lesion Generation.

IEEE transactions on bio-medical engineering Jan 15, 2025
Data-driven methods for lesion generation are quickly emerging due to the need for realistic imaging targets for image quality assessment and virtual clinical trials. We proposed a generative adversarial network (GAN) architecture for conditional gen...
Neural Networks, Computer Algorithms Lung Neoplasms Databases, Factual Radiographic Image Interpretation, Computer-Assisted Humans Tomography, X-Ray Computed Radiomics Lung Generative Adversarial Networks
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Robust Path Planning via Learning From Demonstrations for Robotic Catheters in Deformable Environments.

IEEE transactions on bio-medical engineering Jan 15, 2025
OBJECTIVE: Navigation through tortuous and deformable vessels using catheters with limited steering capability underscores the need for reliable path planning. State-of-the-art path planners do not fully account for the deformable nature of the envir...
Robotic Surgical Procedures Humans Catheters Machine Learning Algorithms Computer Simulation
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Hybrid Control Policy for Artificial Pancreas via Ensemble Deep Reinforcement Learning.

IEEE transactions on bio-medical engineering Jan 15, 2025
OBJECTIVE: The artificial pancreas (AP) shows promise for closed-loop glucose control in type 1 diabetes mellitus (T1DM). However, designing effective control policies for the AP remains challenging due to complex physiological processes, delayed ins...
Computer Simulation Deep Learning Blood Glucose Insulin Diabetes Mellitus, Type 1 Reinforcement Machine Learning Humans Pancreas, Artificial
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Design and Validation of a Pancake Style Planetary Gearbox for an Eddy Current-Based Wearable Gait Training Robot.

IEEE transactions on bio-medical engineering Jan 15, 2025
Eddy current brakes have been recently used for functional resistance training in individuals with neurological and orthopaedic disorders. These devices consist of a gearbox, a conductive disc, and permanent magnets that can be moved relative to the ...
Resistance Training Leg Male Wearable Electronic Devices Muscle, Skeletal Electromyography Gait Robotics Equipment Design Humans Young Adult Female Adult Biomechanical Phenomena
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Computationally Efficient Implicit Training Strategy for Unrolled Networks (IMUNNE): A Preliminary Analysis Using Accelerated Real-Time Cardiac Cine MRI.

IEEE transactions on bio-medical engineering Jan 15, 2025
OBJECTIVE: Highly-undersampled, dynamic MRI reconstruction, particularly in multi-coil scenarios, is a challenging inverse problem. Unrolled networks achieve state-of-the-art performance in MRI reconstruction but suffer from long training times and e...
Image Processing, Computer-Assisted Heart Magnetic Resonance Imaging, Cine Neural Networks, Computer Algorithms Humans Deep Learning
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Robot-Aided Training of Propulsion: Effects of Torque Pulses Applied to the Hip and Knee Joint Under User-Driven Treadmill Control.

IEEE transactions on bio-medical engineering Jan 15, 2025
OBJECTIVE: to establish whether torque pulses applied by an exoskeleton to the hip and knee joint modulate propulsion mechanics and whether changes in propulsion mechanics are sustained after exposure to torque pulses under user-driven treadmill cont...
Robotics Exercise Test Knee Joint Adult Biomechanical Phenomena Male Exoskeleton Device Gait Torque Hip Joint Humans Female Young Adult
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Deep Network Regularization for Phase-Based Magnetic Resonance Electrical Properties Tomography With Stein's Unbiased Risk Estimator.

IEEE transactions on bio-medical engineering Jan 15, 2025
Magnetic resonance imaging (MRI) can estimate tissue conductivity values using phase-based magnetic resonance electrical properties tomography (MR-EPT). However, this method is prone to noise amplification due to the Laplacian operator's sensitivity....
Humans Neural Networks, Computer Algorithms Tomography Brain Deep Learning Image Processing, Computer-Assisted Magnetic Resonance Imaging Signal-To-Noise Ratio Phantoms, Imaging
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Remote Tongue-Based Control of a Wheelchair Mounted Assistive Robotic Manipulator and the Effect of Adaptive Semi-Automation.

IEEE transactions on bio-medical engineering Jan 15, 2025
Increasing the independence of individuals with tetraplegia is a challenging task. One potential solution is to allow for use of an assistive robotic manipulator (ARM), when solving tasks in personal and remote space. There is a lack in available con...
Wheelchairs Self-Help Devices Quadriplegia Remote Sensing Technology Equipment Design Tongue Humans Female Male Young Adult Robotics Adult
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Supervised Contrastive Learning-Based Domain Generalization Network for Cross-Subject Motor Decoding.

IEEE transactions on bio-medical engineering Jan 15, 2025
Developing an electroencephalogram (EEG)-based motor imagery and motor execution (MI/ME) decoding system that is both highly accurate and calibration-free for cross-subject applications remains challenging due to domain shift problem inherent in such...
Male Electroencephalography Signal Processing, Computer-Assisted Supervised Machine Learning Humans Algorithms Adult
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Learning a Hand Model From Dynamic Movements Using High-Density EMG and Convolutional Neural Networks.

IEEE transactions on bio-medical engineering Nov 21, 2024
OBJECTIVE: Surface electromyography (sEMG) can sense the motor commands transmitted to the muscles. This work presents a deep learning method that can decode the electrophysiological activity of the forearm muscles into the movements of the human han...
Male Electromyography Muscle, Skeletal Deep Learning Movement Young Adult Signal Processing, Computer-Assisted Convolutional Neural Networks Humans Adult Hand Neural Networks, Computer Biomechanical Phenomena Female
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