AIMC Topic: Wearable Electronic Devices

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Enhanced Sensitivity and Versatile Detection: Dual-Sized Microsphere-Type Pressure Sensors for Soft Robotics and Wearable Electronics.

ACS applied materials & interfaces Feb 9, 2025
The development of pressure sensors with enhanced sensitivity, expanded working range, and versatile yet decoupling detection capabilities is critical for advancing robotics and medical applications. This work presents a novel pressure sensor design ...
Wearable Electronic Devices Robotics Polymers Humans Microspheres Polystyrenes Bridged Bicyclo Compounds, Heterocyclic Pressure
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CapMatch: Semi-Supervised Contrastive Transformer Capsule With Feature-Based Knowledge Distillation for Human Activity Recognition.

IEEE transactions on neural networks and learning systems Feb 6, 2025
This article proposes a semi-supervised contrastive capsule transformer method with feature-based knowledge distillation (KD) that simplifies the existing semisupervised learning (SSL) techniques for wearable human activity recognition (HAR), called ...
Humans Neural Networks, Computer Supervised Machine Learning Pattern Recognition, Automated Human Activities Algorithms Wearable Electronic Devices Unsupervised Machine Learning
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Artificial intelligence-driven ensemble deep learning models for smart monitoring of indoor activities in IoT environment for people with disabilities.

Scientific reports Feb 5, 2025
Disabled persons demanding healthcare is a developing global occurrence. The support in longer-term care includes nursing, intricate medical, recovery, and social help services. The price is large, but advanced technologies can aid in decreasing expe...
Humans Artificial Intelligence Internet of Things Algorithms Deep Learning Wearable Electronic Devices Persons with Disabilities Smartphone
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Bioinspired Super-Robust Conductive Hydrogels for Machine Learning-Assisted Tactile Perception System.

Advanced materials (Deerfield Beach, Fla.) Feb 3, 2025
Conductive hydrogels have attracted significant attention due to exceptional flexibility, electrochemical property, and biocompatibility. However, the low mechanical strength can compromise their stability under high stress, making the material susce...
Touch Humans Tensile Strength Wearable Electronic Devices Machine Learning Electric Conductivity Hydrogels Biomimetic Materials
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Federated Learning for IoMT-Enhanced Human Activity Recognition with Hybrid LSTM-GRU Networks.

Sensors (Basel, Switzerland) Feb 3, 2025
The proliferation of wearable sensors and mobile devices has fueled advancements in human activity recognition (HAR), with growing importance placed on both accuracy and privacy preservation. In this paper, the author proposes a federated learning fr...
Federated Learning Algorithms Wearable Electronic Devices Privacy Internet of Things Human Activities Humans Neural Networks, Computer Machine Learning
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A machine learning driven computationally efficient horse shoe shaped antenna design for internet of medical things.

PloS one Feb 3, 2025
With bio-medical wearables becoming an essential part of Internet of Medical things (IoMT) for monitoring the health of workers, patients and others in different environments, antenna play a pivotal role in such wearables. In this communication, a no...
Equipment Design Algorithms Humans Horses Internet of Things Animals Wireless Technology Machine Learning Wearable Electronic Devices Shoes
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Application of Wearable Insole Sensors in In-Place Running: Estimating Lower Limb Load Using Machine Learning.

Biosensors Feb 1, 2025
Musculoskeletal injuries induced by high-intensity and repetitive physical activities represent one of the primary health concerns in the fields of public fitness and sports. Musculoskeletal injuries, often resulting from unscientific training practi...
Lower Extremity Running Algorithms Adult Biomechanical Phenomena Male Humans Wearable Electronic Devices Machine Learning Biosensing Techniques
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Simultaneous Isotropic Omnidirectional Hypersensitive Strain Sensing and Deep Learning-Assisted Direction Recognition in a Biomimetic Stretchable Device.

Advanced materials (Deerfield Beach, Fla.) Jan 31, 2025
Omnidirectional strain sensing and direction recognition ability are features of the human tactile sense, essential to address the intricate and dynamic requirements of real-world applications. Most of the current strain sensors work by converting un...
Biomimetics Stress, Mechanical Fingers Biomimetic Materials Humans Deep Learning Wearable Electronic Devices
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Exploring the assessment of post-cardiac valve surgery pulmonary complication risks through the integration of wearable continuous physiological and clinical data.

BMC medical informatics and decision making Jan 31, 2025
BACKGROUND: Postoperative pulmonary complications (PPCs) following cardiac valvular surgery are characterized by high morbidity, mortality, and economic cost. This study leverages wearable technology and machine learning algorithms to preoperatively ...
Cardiac Surgical Procedures Heart Valves Prospective Studies Female Aged Male Humans Postoperative Complications Middle Aged Machine Learning Wearable Electronic Devices Risk Assessment Lung Diseases
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Self-rerouting sensor network for electronic skin resilient to severe damage.

Nature communications Jan 30, 2025
We propose a network architecture for electronic skin with an extensive sensor array-crucial for enabling robots to perceive their environment and interact effectively with humans. Fault tolerance is essential for electronic skins on robot exteriors....
Humans Wearable Electronic Devices Skin Robotics Equipment Design
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