AIMC Topic: Internet of Things

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Generisch-Net: A Generic Deep Model for Analyzing Human Motion with Wearable Sensors in the Internet of Health Things.

Sensors (Basel, Switzerland) Sep 24, 2024
The Internet of Health Things (IoHT) is a broader version of the Internet of Things. The main goal is to intervene autonomously from geographically diverse regions and provide low-cost preventative or active healthcare treatments. Smart wearable IMUs...
Humans Neural Networks, Computer Deep Learning Activities of Daily Living Internet of Things Wearable Electronic Devices Emotions
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Enhancing Cybersecurity in Healthcare: Evaluating Ensemble Learning Models for Intrusion Detection in the Internet of Medical Things.

Sensors (Basel, Switzerland) Sep 13, 2024
This study investigates the efficacy of machine learning models for intrusion detection in the Internet of Medical Things, aiming to enhance cybersecurity defenses and protect sensitive healthcare data. The analysis focuses on evaluating the performa...
Humans Computer Security Delivery of Health Care Support Vector Machine Machine Learning Internet of Things Algorithms
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Implementing Autonomous Control in the Digital-Twins-Based Internet of Robotic Things for Remote Patient Monitoring.

Sensors (Basel, Switzerland) Sep 9, 2024
Conventional patient monitoring methods require skin-to-skin contact, continuous observation, and long working shifts, causing physical and mental stress for medical professionals. Remote patient monitoring (RPM) assists healthcare workers in monitor...
Internet of Things Robotics Telemedicine Humans Wearable Electronic Devices Monitoring, Physiologic Algorithms
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Neural Networks Based Smart E-Health Application for the Prediction of Tuberculosis Using Serverless Computing.

IEEE journal of biomedical and health informatics Sep 5, 2024
The convergence of the Internet of Things (IoT) with e-health records is creating a new era of advancements in the diagnosis and treatment of disease, which is reshaping the modern landscape of healthcare. In this paper, we propose a neural networks-...
Humans Neural Networks, Computer Tuberculosis Telemedicine Internet of Things Machine Learning Algorithms
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NABNet: Deep Learning-Based IoT Alert System for Detection of Abnormal Neck Behavior.

Sensors (Basel, Switzerland) Aug 20, 2024
The excessive use of electronic devices for prolonged periods has led to problems such as neck pain and pressure injury in sedentary people. If not detected and corrected early, these issues can cause serious risks to physical health. Detectors for g...
Internet of Things Neck Pain Humans Deep Learning Neck Algorithms
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Deep Learning-Empowered Clinical Big Data Analytics in Healthcare Digital Twins.

IEEE/ACM transactions on computational biology and bioinformatics Aug 8, 2024
With the rapid development of information technology, great changes have taken place in the way of managing, analyzing, and using data in all walks of life. Using deep learning algorithm for data analysis in the field of medicine can improve the accu...
Humans Deep Learning Sepsis Algorithms Big Data Internet of Things
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Stress Classification and Vital Signs Forecasting for IoT-Health Monitoring.

IEEE/ACM transactions on computational biology and bioinformatics Aug 8, 2024
Health monitoring embedded with intelligence is the demand of the day. In this era of a large population with the emergence of a variety of diseases, the demand for healthcare facilities is high. Yet there is scarcity of medical experts, technicians ...
Vital Signs Internet of Things Stress, Physiological Middle Aged Monitoring, Physiologic Forecasting Female Adult Male Young Adult Humans Machine Learning Algorithms
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FSRW: fuzzy logic-based whale optimization algorithm for trust-aware routing in IoT-based healthcare.

Scientific reports Jul 18, 2024
The Internet of Things (IoT) is an extensive system of interrelated devices equipped with sensors to monitor and track real world objects, spanning several verticals, covering many different industries. The IoT's promise is capturing interest as its ...
Cluster Analysis Internet of Things Delivery of Health Care Humans Computer Communication Networks Fuzzy Logic Algorithms
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Utilizing Deep Feature Fusion for Automatic Leukemia Classification: An Internet of Medical Things-Enabled Deep Learning Framework.

Sensors (Basel, Switzerland) Jul 8, 2024
Acute lymphoblastic leukemia, commonly referred to as ALL, is a type of cancer that can affect both the blood and the bone marrow. The process of diagnosis is a difficult one since it often calls for specialist testing, such as blood tests, bone marr...
Deep Learning Image Processing, Computer-Assisted Internet of Things Precursor Cell Lymphoblastic Leukemia-Lymphoma Artificial Intelligence Humans Leukemia Algorithms Neural Networks, Computer
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A comprehensive health assessment approach using ensemble deep learning model for remote patient monitoring with IoT.

Scientific reports Jul 8, 2024
The goal of this research is to create an ensemble deep learning model for Internet of Things (IoT) applications that specifically target remote patient monitoring (RPM) by integrating long short-term memory (LSTM) networks and convolutional neural n...
Internet of Things Remote Sensing Technology Telemedicine Heart Rate Wearable Electronic Devices Humans Monitoring, Physiologic Neural Networks, Computer Deep Learning
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