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Blockchain meets federated learning in healthcare: A systematic review with challenges and opportunities
Recently, innovations in the Internet of Medical Things (IoMT), information and
communication technologies, and machine learning (ML) have enabled smart healthcare …
communication technologies, and machine learning (ML) have enabled smart healthcare …
From blackbox to explainable AI in healthcare: existing tools and case studies
Introduction. Artificial intelligence (AI) models have been employed to automate decision‐
making, from commerce to more critical fields directly affecting human lives, including …
making, from commerce to more critical fields directly affecting human lives, including …
Privacy preserving Federated Learning framework for IoMT based big data analysis using edge computing
The current industrial scenario has witnessed the application of several artificial intelligence-
based technologies for mining and processing IoMT-based big data. An emerging …
based technologies for mining and processing IoMT-based big data. An emerging …
Efficient privacy preserving in IoMT with blockchain and lightweight secret sharing
Internet of Medical Things (IoMT) aggregates a series of smart medical devices and fully
uses the collected health data to improve user experience, medical resource utilization, and …
uses the collected health data to improve user experience, medical resource utilization, and …
[HTML][HTML] Enhancing Internet of Medical Things security with artificial intelligence: A comprehensive review
Over the past five years, interest in the literature regarding the security of the Internet of
Medical Things (IoMT) has increased. Due to the enhanced interconnectedness of IoMT …
Medical Things (IoMT) has increased. Due to the enhanced interconnectedness of IoMT …
[HTML][HTML] A review of privacy enhancement methods for federated learning in healthcare systems
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 …
participants to train using local data to create a shared model by eliminating the requirement …
Secure IoMT for disease prediction empowered with transfer learning in healthcare 5.0, the concept and case study
Identifying human diseases remains a difficult process, even in the age of advanced
information technology and the smart healthcare industry 5.0. In the smart healthcare …
information technology and the smart healthcare industry 5.0. In the smart healthcare …
Overview of big data analytics in modern astronomy
M Faaique - International Journal of Mathematics, Statistics, and …, 2024 - ijmscs.org
Astronomers are increasingly compelled to chart the universe with ever greater precision.
Projects like the Sloan Digital Sky Survey (SDSS), Pan-STARRS, and the Large Synoptic …
Projects like the Sloan Digital Sky Survey (SDSS), Pan-STARRS, and the Large Synoptic …
Energy-efficient distributed federated learning offloading and scheduling healthcare system in blockchain based networks
Many disease detection and prevention applications in digital healthcare systems are widely
used but often focus only on prediction and classification, ignoring processing performance …
used but often focus only on prediction and classification, ignoring processing performance …
Federated learning for the internet-of-medical-things: A survey
Recently, in healthcare organizations, real-time data have been collected from connected or
implantable sensors, layered protocol stacks, lightweight communication frameworks, and …
implantable sensors, layered protocol stacks, lightweight communication frameworks, and …