IoT-Based Medical Image Monitoring System Using HL7 in a Hospital Database

Article Computer Science, Information Systems

Medical image-based detection of COVID-19 using Deep Convolution Neural Networks

Loveleen Gaur et al.

Summary: This study presents a practical solution to detect COVID-19 from chest X-rays using deep convolutional neural networks. Three pre-trained CNN models were evaluated through transfer learning, and the results show that the proposed approach can achieve efficient and accurate detection of COVID-19.

MULTIMEDIA SYSTEMS (2023)

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Article Computer Science, Information Systems

Lightweight and Anonymity-Preserving User Authentication Scheme for IoT-Based Healthcare

Mehedi Masud et al.

Summary: The Internet of Things (IoT) generates a large amount of heterogeneous data from various applications, such as digital health and smart hospitals. However, security vulnerabilities pose threats to the security and privacy of IoT networks. This research proposes a lightweight user authentication protocol to address these issues, with password protection to ensure that only authorized users can access the IoT sensor nodes.

IEEE INTERNET OF THINGS JOURNAL (2022)

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Article Engineering, Electrical & Electronic

EEG-Based Pathology Detection for Home Health Monitoring

Ghulam Muhammad et al.

Summary: A remote pathology detection system based on EEG with a deep convolutional network achieved over 89% accuracy on a publicly available EEG signal database. The system was also evaluated in a cloud-based framework and showed comparable performance to using a local server.

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS (2021)

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Article Computer Science, Information Systems

A Detailed Research on Human Health Monitoring System Based on Internet of Things

Lei Ru et al.

Summary: The study combines IoT technology with health monitoring to achieve personalized and timely monitoring through wearable devices. Using wireless sensors to acquire physiological information, the IoT system ensures accurate and stable display of temperature, ECG, pulse rate, and other data.

WIRELESS COMMUNICATIONS & MOBILE COMPUTING (2021)

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Article Computer Science, Artificial Intelligence

COVID-19 and Non-COVID-19 Classification using Multi-layers Fusion From Lung Ultrasound Images

Ghulam Muhammad et al.

Summary: This paper proposes a new model for COVID-19 screening, achieving 92.5% precision and 93.2% retrieval rate through experiments with lung ultrasound images and video datasets, which are considerably higher than existing CNN versions.

INFORMATION FUSION (2021)

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Article Computer Science, Information Systems

A Comprehensive Survey of the Internet of Things (IoT) and AI-Based Smart Healthcare

Fatima Alshehri et al.

Summary: Smart health care, a key aspect of connected living, is expected to generate billions of dollars in revenue. This field encompasses IoT, AI, and other cutting-edge technologies. Addressing research challenges and proposing future research directions are crucial for advancing smart health care.

IEEE ACCESS (2021)

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Article Computer Science, Information Systems

A health monitoring system for vital signs using IoT

K. Narendra Swaroop et al.

INTERNET OF THINGS (2019)

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Article Computer Science, Information Systems

Emotion-Aware Connected Healthcare Big Data Towards 5G

M. Shamim Hossain et al.

IEEE INTERNET OF THINGS JOURNAL (2018)

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Proceedings Paper Computer Science, Theory & Methods

Real-Time Image Recognition Using Collaborative IoT Devices

Ramyad Hadidi et al.

1ST ACM REQUEST WORKSHOP/TOURNAMENT ON REPRODUCIBLE SOFTWARE/HARDWARE CO-DESIGN OF PARETO-EFFICIENT DEEP LEARNING (2018)

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Article Computer Science, Information Systems

An Automatic Health Monitoring System for Patients Suffering From Voice Complications in Smart Cities

Zulfiqar Ali et al.

IEEE ACCESS (2017)

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Proceedings Paper Computer Science, Information Systems

IoT Based Low Cost Single Sensor Node Remote Health Monitoring System

Venkata Virajit Garbhapu et al.

8TH INTERNATIONAL CONFERENCE ON EMERGING UBIQUITOUS SYSTEMS AND PERVASIVE NETWORKS (EUSPN 2017) / 7TH INTERNATIONAL CONFERENCE ON CURRENT AND FUTURE TRENDS OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN HEALTHCARE (ICTH-2017) / AFFILIATED WORKSHOPS (2017)

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Article Engineering, Biomedical