AIMC Topic: Hand

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Reconstruction of Continuous Hand Grasp Movement from EEG Using Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Brain-Computer Interface (BCI) is a promising neu-rotechnology offering non-muscular control of external devices, such as neuroprostheses and robotic exoskeletons. A new yet under-explored BCI control paradigm is Motion Trajectory Prediction (MTP). W...
Hand Brain-Computer Interfaces Movement Electroencephalography Signal Processing, Computer-Assisted Female Adult Deep Learning Hand Strength Male Humans Algorithms
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Artificial touch feedback using microstimulation of human somatosensory cortex to convey grip force from a robotic hand.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Invasive brain-machine interfaces can help restore function through the control of external devices while the addition of intracortical microstimulation (ICMS) can elicit sensations of touch and help provide further benefits for individuals living wi...
Electric Stimulation Touch Feedback, Sensory Hand Brain-Computer Interfaces Somatosensory Cortex Humans Adult Hand Strength Robotics Male
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Surgical Suturing Skill Assessment Using Estimated Hand Roll Angle from a Deep-learning Computer Vision Algorithm.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
This paper proposes a deep-learning computer vision algorithm to estimate hand roll angles for metric-based assessment of surgical suturing skills. The number of rolls metric, previously calculated directly from IMU data, counts the number of hand ro...
Algorithms Deep Learning Clinical Competence Humans Hand Suture Techniques
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Detection of hospital super bacteria MRSA from the hands of healthcare professionals using machine learning and hyperspectral imaging.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
Healthcare-associated infections resulting from cross-contamination, particularly from the hands of multidisciplinary staff, significantly impact patient mortality in health units. The prolonged nature of classical phenotypic diagnostic methods under...
Methicillin-Resistant Staphylococcus aureus Humans Machine Learning Hyperspectral Imaging Hand Health Personnel
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A Graph Neural Network Model for Real-Time Gesture Recognition Based on sEMG Signals.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2024
For seemless control of advanced hand prostheses and augmented reality, accurate and immediate hand gestures recognition is essential. Surface electromyography (sEMG) signals obtained from the forearm are commonly employed for this purpose. In this p...
Male Gestures Signal Processing, Computer-Assisted Machine Learning Algorithms Pattern Recognition, Automated Forearm Graph Neural Networks Hand Electromyography Humans Neural Networks, Computer
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Predicting human chronological age via AI analysis of dorsal hand versus facial images: A study in a cohort of Indian females.

Experimental dermatology Mar 1, 2024
Predicting a person's chronological age (CA) from visible skin features using artificial intelligence (AI) is now commonplace. Often, convolutional neural network (CNN) models are built using images of the face as biometric data. However, hands hold ...
Humans Neural Networks, Computer Female Deep Learning Artificial Intelligence Hand Cohort Studies India
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Workspace and dexterity analysis of the hybrid mechanism master robot in Sina robotic telesurgery system: An in vivo experiment.

The international journal of medical robotics + computer assisted surgery : MRCAS Feb 1, 2024
Sina robotic telesurgery system has been introduced recently to provide ergonomic postures for the surgeon along with dexterous workspace for robotic telesurgery. The robot is described, and the forward and inverse kinematics are derived and validate...
Humans Hand Animals Surgery, Computer-Assisted Surgeons Robotics Dogs Robotic Surgical Procedures
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Fusion recognition of palmprint and palm vein based on modal correlation.

Mathematical biosciences and engineering : MBE Feb 1, 2024
Biometric authentication prevents losses from identity misuse in the artificial intelligence (AI) era. The fusion method integrates palmprint and palm vein features, leveraging their stability and security and enhances counterfeiting prevention and o...
Learning Hand Biometric Identification Artificial Intelligence Algorithms
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AI-powered Hyperrealism: Next Step in Cinematic Rendering?

Radiology Jan 1, 2024
Background Recent advancements in artificial intelligence (AI)-powered image generation present opportunities to enhance three-dimensional medical images. Diffusion, an iterative denoising process, represents the standard of many of the current tools...
Hand Humans Radiologists Upper Extremity Artificial Intelligence Skin
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Three-dimensional force detection and decoupling of a fiber grating sensor for a humanoid prosthetic hand.

Optics express Nov 6, 2023
A fiber Bragg grating (FBG) based three-dimensional (3D) force sensor for a humanoid prosthetic hand is designed, which can precisely detect 3D force and compensate for ambient temperature. FBG was encapsulated in polydimethylsiloxane (PDMS) for forc...
Calibration Temperature Neural Networks, Computer Hand Computer Simulation
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