AIMC Topic: Internet of Things

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SMARTSeiz: Deep Learning With Attention Mechanism for Accurate Seizure Recognition in IoT Healthcare Devices.

IEEE journal of biomedical and health informatics Jul 2, 2024
The Internet of Things (IoT) is capable of controlling the healthcare monitoring system for remote-based patients. Epilepsy, a chronic brain syndrome characterized by recurrent, unpredictable attacks, affects individuals of all ages. IoT-based seizur...
Humans Neural Networks, Computer Seizures Signal Processing, Computer-Assisted Internet of Things Electroencephalography Algorithms Epilepsy Deep Learning
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Deep Learning-Enhanced Internet of Things for Activity Recognition in Post-Stroke Rehabilitation.

IEEE journal of biomedical and health informatics Jul 2, 2024
Wearable sensors provide a more effective means of activity monitoring and management by recording patients' daily activity data for assessing their daily function and rehabilitation progress, as well as providing a convenient and practical solution ...
Internet of Things Human Activities Stroke Rehabilitation Deep Learning Humans Wearable Electronic Devices Algorithms
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LDMRes-Net: A Lightweight Neural Network for Efficient Medical Image Segmentation on IoT and Edge Devices.

IEEE journal of biomedical and health informatics Jul 2, 2024
In this study, we propose LDMRes-Net, a lightweight dual-multiscale residual block-based convolutional neural network tailored for medical image segmentation on IoT and edge platforms. Conventional U-Net-based models face challenges in meeting the sp...
Algorithms Image Processing, Computer-Assisted Internet of Things Humans Neural Networks, Computer
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The analysis of the internet of things database query and optimization using deep learning network model.

PloS one Jun 28, 2024
To explore the application effect of the deep learning (DL) network model in the Internet of Things (IoT) database query and optimization. This study first analyzes the architecture of IoT database queries, then explores the DL network model, and fin...
Internet of Things Information Storage and Retrieval Databases, Factual Humans Deep Learning Neural Networks, Computer
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Fiber-optics IoT healthcare system based on deep reinforcement learning combinatorial constraint scheduling for hybrid telemedicine applications.

Computers in biology and medicine Jun 8, 2024
Telemedicine is an emerging development in the healthcare domain, where the Internet of Things (IoT) fiber optics technology assists telemedicine applications to improve overall digital healthcare performances for society. Telemedicine applications a...
Telemedicine Internet of Things Humans Deep Learning Fiber Optic Technology Algorithms
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5G AI-IoT System for Bird Species Monitoring and Song Classification.

Sensors (Basel, Switzerland) Jun 6, 2024
Identification of different species of animals has become an important issue in biology and ecology. Ornithology has made alliances with other disciplines in order to establish a set of methods that play an important role in the birds' protection and...
Birds Deep Learning Algorithms Animals Artificial Intelligence Machine Learning Neural Networks, Computer Internet of Things Vocalization, Animal
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An Integrated Smart Pond Water Quality Monitoring and Fish Farming Recommendation Aquabot System.

Sensors (Basel, Switzerland) Jun 6, 2024
The integration of cutting-edge technologies such as the Internet of Things (IoT), robotics, and machine learning (ML) has the potential to significantly enhance the productivity and profitability of traditional fish farming. Farmers using traditiona...
Water Quality Machine Learning Internet of Things Algorithms Aquaculture Animals Fisheries Fishes Environmental Monitoring Ponds Support Vector Machine
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Federated Learning Approach for Secured Medical Recommendation in Internet of Medical Things Using Homomorphic Encryption.

IEEE journal of biomedical and health informatics Jun 6, 2024
The concept of Federated Learning (FL) is a distributed-based machine learning (ML) approach that trains its model using edge devices. Its focus is on maintaining privacy by transmitting gradient updates along with users' learning parameters to the g...
Humans Machine Learning Computer Security Algorithms Internet of Things
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Energy-efficient dynamic sensor time series classification for edge health devices.

Computer methods and programs in biomedicine Jun 4, 2024
BACKGROUND AND OBJECTIVE: Time series data plays a crucial role in the realm of the Internet of Things Medical (IoMT). Through machine learning (ML) algorithms, online time series classification in IoMT systems enables reliable real-time disease dete...
Internet of Things Signal Processing, Computer-Assisted Arrhythmias, Cardiac Electrocardiography Monitoring, Physiologic Humans Algorithms Photoplethysmography Machine Learning
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Enhancing IoT Healthcare with Federated Learning and Variational Autoencoder.

Sensors (Basel, Switzerland) Jun 4, 2024
The growth of IoT healthcare is aimed at providing efficient services to patients by utilizing data from local hospitals. However, privacy concerns can impede data sharing among third parties. Federated learning offers a solution by enabling the trai...
Humans Internet of Things Algorithms Neural Networks, Computer Delivery of Health Care Machine Learning
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