Designing ECG monitoring healthcare system with federated transfer learning and explainable AI

Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores

(2021) Ramiz Yilmazer et al.   SENSORS

When Machine Learning Meets Privacy

(2021) Bo Liu et al.   ACM COMPUTING SURVEYS

Robust multi-objective optimal design of islanded hybrid system with renewable and diesel sources/stationary and mobile energy storage systems

(2021) Zaoli Yang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Accurate classification of ECG arrhythmia using MOWPT enhanced fast compression deep learning networks

(2020) Jing-Shan Huang et al.   Journal of Ambient Intelligence and Humanized Computing

FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare

(2020) Yiqiang Chen et al.   IEEE INTELLIGENT SYSTEMS

Computer-aided diagnosis of skin cancer based on soft computing techniques

(2020) Zhiying Xu et al.   Open Medicine

HAN-ECG: An interpretable atrial fibrillation detection model using hierarchical attention networks

(2020) Sajad Mousavi et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Robust detection of atrial fibrillation from short-term electrocardiogram using convolutional neural networks

(2020) Siti Nurmaini et al.   Future Generation Computer Systems-The International Journal of eScience

Machine learning in cybersecurity: A review

(2019) Anand Handa et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

A Comprehensive Survey of Deep Learning for Image Captioning

(2019) MD. Zakir Hossain et al.   ACM COMPUTING SURVEYS

Cross-position activity recognition with stratified transfer learning

(2019) Yiqiang Chen et al.   Pervasive and Mobile Computing

Machine learning in agricultural and applied economics

(2019) Hugo Storm et al.   EUROPEAN REVIEW OF AGRICULTURAL ECONOMICS

An IGDT-based risk-involved optimal bidding strategy for hydrogen storage-based intelligent parking lot of electric vehicles

(2019) Jun Liu et al.   Journal of Energy Storage

Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data

(2019) Felix Sattler et al.   IEEE Transactions on Neural Networks and Learning Systems

A survey on ECG analysis

(2018) Selcan Kaplan Berkaya et al.   Biomedical Signal Processing and Control

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detecting atrial fibrillation by deep convolutional neural networks

(2018) Yong Xia et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

(2018) Sherin M. Mathews et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Automated diagnosis of arrhythmia using combination of CNN and LSTM techniques with variable length heart beats

(2018) Shu Lih Oh et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Deep Learning for IoT Big Data and Streaming Analytics: A Survey

(2018) Mehdi Mohammadi et al.   IEEE Communications Surveys and Tutorials

Visual Analytics for Explainable Deep Learning

(2018) Jaegul Choo et al.   IEEE COMPUTER GRAPHICS AND APPLICATIONS

Deep learning for smart manufacturing: Methods and applications

(2018) Jinjiang Wang et al.   JOURNAL OF MANUFACTURING SYSTEMS

A hybrid neural network – world cup optimization algorithm for melanoma detection

(2018) Navid Razmjooy et al.   Open Medicine

A guide to deep learning in healthcare

(2018) Andre Esteva et al.   NATURE MEDICINE

Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

Big IoT Data Analytics: Architecture, Opportunities, and Open Research Challenges

(2017)   IEEE Access

Wearable Sensors for Human Activity Monitoring: A Review

(2015) Subhas Chandra Mukhopadhyay   IEEE SENSORS JOURNAL

Machine learning applications in cancer prognosis and prediction

(2015) Konstantina Kourou et al.   Computational and Structural Biotechnology Journal

A Survey on Human Activity Recognition using Wearable Sensors

(2012) Oscar D. Lara et al.   IEEE Communications Surveys and Tutorials

Boosting for transfer learning from multiple data sources

(2011) Pipei Huang et al.   PATTERN RECOGNITION LETTERS