AIMC Topic: Wearable Electronic Devices

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A novel feature extractor based on constrained cross network for detecting sleep state.

Scientific reports Jul 1, 2025
With increasing awareness of healthy living and social pressure, more and more people have begun to pay attention to their sleep state. Most existing methods that utilize wrist-worn devices data for detection rely on heuristic algorithms or tradition...
Wearable Electronic Devices Sleep Machine Learning Algorithms Female Adult Male Deep Learning Humans Neural Networks, Computer
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Analyzing mental stress in Indian students through advanced machine learning and wearable technologies.

Scientific reports Jul 1, 2025
Mental stress is a prevalent issue in modern society, and detecting and classifying it accurately is crucial for effective interventions and treatment plans. This study aims to compare various machine learning (ML) algorithms for detecting mental str...
Humans Machine Learning Algorithms Male Students Stress, Psychological Female Young Adult Adult Electrocardiography Wearable Electronic Devices India
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Development of a triangular Fermatean fuzzy EDAS model for remote patient monitoring applications.

Scientific reports Jul 1, 2025
Remote Patient Monitoring Systems (RPMS) are vital for tracking patients' health outside clinical settings, such as at home or in long-term care facilities. Wearable sensors play a crucial role in these systems by continuously collecting and transmit...
Wearable Electronic Devices Remote Patient Monitoring Models, Theoretical Humans Monitoring, Physiologic Fuzzy Logic Algorithms Remote Sensing Technology Telemedicine
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Cuff-less blood pressure monitoring via PPG signals using a hybrid CNN-BiLSTM deep learning model with attention mechanism.

Scientific reports Jul 1, 2025
Blood pressure (BP) serves as a fundamental indicator of cardiovascular health, measuring the force exerted by circulating blood against arterial walls during each heartbeat. This paper introduces an advanced deep learning framework for precise, non-...
Female Male Middle Aged Humans Blood Pressure Determination Deep Learning Neural Networks, Computer Blood Pressure Wearable Electronic Devices Signal Processing, Computer-Assisted Photoplethysmography
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A machine-learning-powered spectral-dominant multimodal soft wearable system for long-term and early-stage diagnosis of plant stresses.

Science advances Jun 27, 2025
Addressing the global malnutrition crisis requires precise and timely diagnostics of plant stresses to enhance the quality and yield of nutrient-rich crops, such as tomatoes. Soft wearable sensors offer a promising approach by continuously monitoring...
Stress, Physiological Plant Leaves Solanum lycopersicum Machine Learning Wearable Electronic Devices
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OpenExo: An open-source modular exoskeleton to augment human function.

Science robotics Jun 25, 2025
Although the field of wearable robotic exoskeletons is rapidly expanding, there are several barriers to entry that discourage many from pursuing research in this area, ultimately hindering growth. Chief among these is the lengthy and costly developme...
Weight-Bearing Humans Software Biomechanical Phenomena Equipment Design Wearable Electronic Devices Ankle Robotics Exoskeleton Device
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Personalized machine learning models for noninvasive hypoglycemia detection in people with type 1 diabetes using a smartwatch: Insights into feature importance during waking and sleeping times.

PloS one Jun 25, 2025
Hypoglycemia is a major challenge for people with diabetes. Therefore, glycemic monitoring is an important aspect of diabetes management. However, current methods such as finger pricking and continuous glucose monitoring systems (CGMS) are invasive, ...
Humans Machine Learning Algorithms Female Young Adult Hypoglycemia Wakefulness Blood Glucose Self-Monitoring Sleep Wearable Electronic Devices Blood Glucose Diabetes Mellitus, Type 1 Adult Male Middle Aged
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Enhancing Surgical Precision: A Systematic Review of Wearable Medical Devices for Assisted Surgery.

Journal of medical systems Jun 23, 2025
The integration of wearable medical devices into surgical practice has transformed the field, enabling enhanced precision, informed decision-making, and improved patient outcomes. These devices, which include biosensors and augmented reality (AR) hea...
Humans Artificial Intelligence Wearable Electronic Devices Augmented Reality
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Recent Advancements in Wearable Hydration-Monitoring Technologies: Scoping Review of Sensors, Trends, and Future Directions.

JMIR mHealth and uHealth Jun 13, 2025
BACKGROUND: Monitoring hydration is crucial for maintaining health and preventing dehydration. Despite the potential of wearable devices for continuous hydration monitoring, health research hasn't fully explored this application, and clear design gui...
Monitoring, Physiologic Dehydration Reproducibility of Results Wearable Electronic Devices Humans
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Fully Wearable Devices for Real-Time Health Monitoring and Multimodal Sensing in Nanomedicine Using Multiplexed Green Biofuels.

Nano letters Jun 9, 2025
Fully wearable devices are crucial for real-time health monitoring, but existing devices often lack stable power, on-site signal processing, and multimodal sensing. To overcome these limitations, we introduce the first self-powered and fully wearable...
Glucose Biosensing Techniques Humans Electrodes Ethanol Wearable Electronic Devices Nanomedicine Graphite Monitoring, Physiologic Biofuels
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