OpenAI ChatGPT generated literature review: Digital twin in healthcare

Ö Aydın, E Karaarslan - Aydın, Ö., Karaarslan, E.(2022). OpenAI …, 2022 - papers.ssrn.com
Literature review articles are essential to summarise the related work in the selected field.
However, covering all related studies takes too much time and effort. This study questions …

Networking architecture and key supporting technologies for human digital twin in personalized healthcare: A comprehensive survey

J Chen, C Yi, SD Okegbile, J Cai… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Digital twin (DT), referring to a promising technique to digitally and accurately represent
actual physical entities, has attracted explosive interests from both academia and industry …

Federated learning-based AI approaches in smart healthcare: concepts, taxonomies, challenges and open issues

A Rahman, MS Hossain, G Muhammad, D Kundu… - Cluster computing, 2023 - Springer
Abstract Federated Learning (FL), Artificial Intelligence (AI), and Explainable Artificial
Intelligence (XAI) are the most trending and exciting technology in the intelligent healthcare …

Federated learning for privacy preservation in smart healthcare systems: A comprehensive survey

M Ali, F Naeem, M Tariq… - IEEE journal of biomedical …, 2022 - ieeexplore.ieee.org
Recent advances in electronic devices and communication infrastructure have
revolutionized the traditional healthcare system into a smart healthcare system by using …

Digital twin empowered wireless healthcare monitoring for smart home

J Chen, W Wang, B Fang, Y Liu, K Yu… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
The dramatic progresses of wireless technologies and wearable devices have significantly
promoted the development and popularity of smart home, while digital twin (DT) emerges as …

On the ICN-IoT with federated learning integration of communication: Concepts, security-privacy issues, applications, and future perspectives

A Rahman, K Hasan, D Kundu, MJ Islam… - Future Generation …, 2023 - Elsevier
The individual and integration use of the Internet of Things (IoT), Information-Centric
Networking (ICN), and Federated Learning (FL) have recently been used in several network …

A review of privacy enhancement methods for federated learning in healthcare systems

X Gu, F Sabrina, Z Fan, S Sohail - International Journal of Environmental …, 2023 - mdpi.com
Federated learning (FL) provides a distributed machine learning system that enables
participants to train using local data to create a shared model by eliminating the requirement …

Anomaly detection in Internet of medical Things with Blockchain from the perspective of deep neural network

J Wang, H **, J Chen, J Tan, K Zhong - Information Sciences, 2022 - Elsevier
IoMT technology has many advantages in healthcare system, such as optimizing the
medical service model, improving the efficiency of hospital operation and management, and …

Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions

TD Nguyen, T Nguyen, P Le Nguyen, HH Pham… - … Applications of Artificial …, 2024 - Elsevier
Federated learning (FL) is an approach within the realm of machine learning (ML) that
allows the use of distributed data without compromising personal privacy. In FL, it becomes …

Differentially private federated multi-task learning framework for enhancing human-to-virtual connectivity in human digital twin

SD Okegbile, J Cai, H Zheng… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
Ensuring reliable update and evolution of a virtual twin in human digital twin (HDT) systems
depends on any connectivity scheme implemented between such a virtual twin and its …