4.5 Article

SRECG: ECG Signal Super-Resolution Framework for Portable/Wearable Devices in Cardiac Arrhythmias Classification

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Engineering, Electrical & Electronic

iGLU 3.0: A Secure Noninvasive Glucometer and Automatic Insulin Delivery System in IoMT

Amit M. Joshi et al.

Summary: Consumer technologies have revolutionized human life through smart healthcare management products. The evaluation of Internet-of-Medical-Things (IoMT) has provided a closed-loop control system for point-of-care mechanisms. The paper discusses iGLU 3.0, which proposes a novel glucose-insulin model and develops a PUF-based security solution for safe medical device usage.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2022)

Article Computer Science, Artificial Intelligence

Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems

Kai-Chun Liu et al.

Summary: Fall detection systems have been developed as a popular assistive technology in the last two decades. However, the performance of these systems is reduced due to low-resolution accelerometer signals. To improve the accuracy, researchers have proposed a deep-learning-based accelerometer signal enhancement (ASE) model.

IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS (2022)

Proceedings Paper Acoustics

LEARNING TO ENHANCE OR NOT: NEURAL NETWORK-BASED SWITCHING OF ENHANCED AND OBSERVED SIGNALS FOR OVERLAPPING SPEECH RECOGNITION

Hiroshi Sato et al.

Summary: In this work, a DNN-based switching method is proposed to address the performance degradation issue caused by speech enhancement in automatic speech recognition (ASR). By learning to estimate the suitability of enhanced or observed signals for ASR, and using soft-switching to combine them, the proposed method achieves improved ASR performance.

2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) (2022)

Article Engineering, Electrical & Electronic

A Lightweight Framework for Human Activity Recognition on Wearable Devices

Yves Luduvico Coelho et al.

Summary: Human Activity Recognition (HAR) has gained increasing attention from researchers and industry, requiring the design of small, lightweight, powerful, and low-cost smart sensors for practical HAR systems on wearable devices. Edge computing presents an energy-efficient solution that offers real-time response and privacy requirements for HAR applications.

IEEE SENSORS JOURNAL (2021)

Article Engineering, Electrical & Electronic

iKardo: An Intelligent ECG Device for Automatic Critical Beat Identification for Smart Healthcare

Prasenjit Maji et al.

Summary: In medical practices, the detection of diseases highly relies on various medical tests, with ECG technique commonly used for heart disease diagnosis. The proposed iKardo intelligent ECG device aims to classify data into critical and non-critical using automatic capability, achieving 99.58% accuracy in detection of critical ECG beats.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2021)

Article Engineering, Electrical & Electronic

An Efficient IoT-Based Platform for Remote Real-Time Cardiac Activity Monitoring

Sandeep Raj

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2020)

Proceedings Paper Computer Science, Information Systems

CardioLearn: A Cloud Deep Learning Service for Cardiac Disease Detection from Electrocardiogram

Shenda Hong et al.

WWW'20: COMPANION PROCEEDINGS OF THE WEB CONFERENCE 2020 (2020)

Article Acoustics

Multichannel Speech Enhancement by Raw Waveform-Mapping Using Fully Convolutional Networks

Chang-Le Liu et al.

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2020)

Article Cardiac & Cardiovascular Systems

Age and Sex Estimation Using Artificial Intelligence From Standard 12-Lead ECGs

Zachi Attia et al.

CIRCULATION-ARRHYTHMIA AND ELECTROPHYSIOLOGY (2019)

Article Engineering, Electrical & Electronic

Neuro-Detect: A Machine Learning-Based Fast and Accurate Seizure Detection System in the IoMT

Md Abu Sayeed et al.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2019)

Article Computer Science, Hardware & Architecture

Smart Healthcare in the Era of Internet-of-Things

Hongxu Zhu et al.

IEEE CONSUMER ELECTRONICS MAGAZINE (2019)

Article Radiology, Nuclear Medicine & Medical Imaging

Application of Super-Resolution Convolutional Neural Network for Enhancing Image Resolution in Chest CT

Kensuke Umehara et al.

JOURNAL OF DIGITAL IMAGING (2018)

Article Biology

A novel application of deep learning for single-lead ECG classification

Sherin M. Mathews et al.

COMPUTERS IN BIOLOGY AND MEDICINE (2018)

Article Acoustics

End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks

Szu-Wei Fu et al.

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING (2018)

Article Computer Science, Hardware & Architecture

Improving Mobility for the Visually Impaired

Chih-Wei Lee et al.

IEEE CONSUMER ELECTRONICS MAGAZINE (2018)

Article Mathematical & Computational Biology

An Open Access Database for Evaluating the Algorithms of Electrocardiogram Rhythm and Morphology Abnormality Detection

Feifei Liu et al.

JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS (2018)

Article Engineering, Electrical & Electronic

Development of an Arrhythmia Monitoring System and Human Study

Shuenn-Yuh Lee et al.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2018)

Article Engineering, Electrical & Electronic

A Personalized Point-of-Care Platform for Real-Time ECG Monitoring

Sandeep Raj et al.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2018)

Article Medical Informatics

Electrocardiogram Sampling Frequency Range Acceptable for Heart Rate Variability Analysis

Ohhwan Kwon et al.

HEALTHCARE INFORMATICS RESEARCH (2018)

Proceedings Paper Computer Science, Artificial Intelligence

A Fully Progressive Approach to Single-Image Super-Resolution

Yifan Wang et al.

PROCEEDINGS 2018 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW) (2018)

Article Engineering, Electrical & Electronic

Collision Detection Method Using Image Segmentation for the Visually Impaired

Sung-Ho Chae et al.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2017)

Article Engineering, Electrical & Electronic

Developing Residential Wireless Sensor Networks for ECG Healthcare Monitoring

Nilanjan Dey et al.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2017)

Article Computer Science, Hardware & Architecture

Stress Detection and Management

Himanshu Thapliyal et al.

IEEE CONSUMER ELECTRONICS MAGAZINE (2017)

Proceedings Paper Computer Science, Artificial Intelligence

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis

Mehdi S. M. Sajjadi et al.

2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV) (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Deep Laplacian Pyramid Networks for Fast and Accurate Super-Resolution

Wei-Sheng Lai et al.

30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)

Proceedings Paper Computer Science, Artificial Intelligence

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Christian Ledig et al.

30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017) (2017)

Article Engineering, Electrical & Electronic

Wireless Surface Electromyograph and Electrocardiograph System on 802.15.4

Giorgio Biagetti et al.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2016)

Article Computer Science, Hardware & Architecture

Everything You Wanted to Know About Smart Cities The Internet of Things is the backbone

Saraju P. Mohanty et al.

IEEE CONSUMER ELECTRONICS MAGAZINE (2016)

Article Engineering, Electrical & Electronic

An Enhanced Fall Detection System for Elderly Person Monitoring using Consumer Home Networks

Jin Wang et al.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS (2014)

Article Computer Science, Information Systems

Enabling Smart Personalized Healthcare: A Hybrid Mobile-Cloud Approach for ECG Telemonitoring

Xiaoliang Wang et al.

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS (2014)

Proceedings Paper Computer Science, Artificial Intelligence

Learning a Deep Convolutional Network for Image Super-Resolution

Chao Dong et al.

COMPUTER VISION - ECCV 2014, PT IV (2014)

Article Computer Science, Interdisciplinary Applications

Enhancement of low sampling frequency recordings for ECG biometric matching using interpolation

Khairul Azami Sidek et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2013)

Article Engineering, Electrical & Electronic

Deep Neural Networks for Acoustic Modeling in Speech Recognition

Geoffrey Hinton et al.

IEEE SIGNAL PROCESSING MAGAZINE (2012)

Article Medicine, General & Internal

ST-segment depression and T-wave inversion: Classification, differential diagnosis, and caveats

E. B. HANNA et al.

CLEVELAND CLINIC JOURNAL OF MEDICINE (2011)

Article Computer Science, Information Systems

An Intelligent Telecardiology System Using a Wearable and Wireless ECG to Detect Atrial Fibrillation

Chin-Teng Lin et al.

IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE (2010)

Article Engineering, Biomedical

The impact of the MIT-BIH arrhythmia database

GA Moody et al.

IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE (2001)