[HTML][HTML] Artificial intelligence in physical rehabilitation: A systematic review

J Sumner, HW Lim, LS Chong, A Bundele… - Artificial Intelligence in …, 2023 - Elsevier
Background Physical disabilities become more common with advancing age. Rehabilitation
restores function, maintaining independence for longer. However, the poor availability and …

Improved control of a prosthetic limb by surgically creating electro-neuromuscular constructs with implanted electrodes

J Zbinden, P Sassu, E Mastinu, EJ Earley… - Science Translational …, 2023 - science.org
Remnant muscles in the residual limb after amputation are the most common source of
control signals for prosthetic hands, because myoelectric signals can be generated by the …

Toward robust, adaptiveand reliable upper-limb motion estimation using machine learning and deep learning–A survey in myoelectric control

T Bao, SQ Xie, P Yang, P Zhou… - IEEE journal of …, 2022 - ieeexplore.ieee.org
To develop multi-functionalhuman-machine interfaces that can help disabled people
reconstruct lost functions of upper-limbs, machine learning (ML) and deep learning (DL) …

Current status and clinical perspectives of extended reality for myoelectric prostheses

W Li, P Shi, S Li, H Yu - Frontiers in Bioengineering and …, 2024 - frontiersin.org
Training with “Extended Reality” or X-Reality (XR) systems can undoubtedly enhance the
control of the myoelectric prostheses. However, there is no consensus on which factors …

Decoding hd-emg signals for myoelectric control-how small can the analysis window size be?

RN Khushaba, K Nazarpour - IEEE Robotics and Automation …, 2021 - ieeexplore.ieee.org
Recently the use of high-density electromyogram (HD-EMG) signal acquisition setups has
been promoted for myoelectric control and several databases have been made open access …

Finger movement recognition via high-density electromyography of intrinsic and extrinsic hand muscles

X Hu, A Song, J Wang, H Zeng, W Wei - Scientific Data, 2022 - nature.com
Surface electromyography (sEMG) is commonly used to observe the motor neuronal activity
within muscle fibers. However, decoding dexterous body movements from sEMG signals is …

Evoking natural thermal perceptions using a thin-film thermoelectric device with high cooling power density and speed

LE Osborn, R Venkatasubramanian… - Nature Biomedical …, 2024 - nature.com
Multimodal sensory feedback from upper-limb prostheses can increase their function and
usability. Here we show that intuitive thermal perceptions during cold-object grasping with a …

[HTML][HTML] Osseointegration for amputees: Current state of direct skeletal attachment of prostheses

JG Tropf, BK Potter - Orthoplastic Surgery, 2023 - Elsevier
Osseointegration (OI) for amputees refers to the direct, transcutaneous attachment of a
terminal prosthesis to bone. Once the purview of conceptual designs and case reports, OI …

Intracortical microstimulation of somatosensory cortex enables object identification through perceived sensations

LE Osborn, BP Christie, DP McMullen… - 2021 43rd annual …, 2021 - ieeexplore.ieee.org
Advances in brain-machine interfaces have helped restore function and independence for
individuals with sensorimotor deficits; however, providing efficient and effective sensory …

Competitive motivation increased home use and improved prosthesis self-perception after Cybathlon 2020 for neuromusculoskeletal prosthesis user

EJ Earley, J Zbinden, M Munoz-Novoa… - Journal of …, 2022 - Springer
Background Assistive technologies, such as arm prostheses, are intended to improve the
quality of life of individuals with physical disabilities. However, certain training and learning …