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Diffusion models in medical imaging: A comprehensive survey
Denoising diffusion models, a class of generative models, have garnered immense interest
lately in various deep-learning problems. A diffusion probabilistic model defines a forward …
lately in various deep-learning problems. A diffusion probabilistic model defines a forward …
Diffusion models for medical image analysis: A comprehensive survey
Denoising diffusion models, a class of generative models, have garnered immense interest
lately in various deep-learning problems. A diffusion probabilistic model defines a forward …
lately in various deep-learning problems. A diffusion probabilistic model defines a forward …
[HTML][HTML] Generative AI in medical practice: in-depth exploration of privacy and security challenges
As advances in artificial intelligence (AI) continue to transform and revolutionize the field of
medicine, understanding the potential uses of generative AI in health care becomes …
medicine, understanding the potential uses of generative AI in health care becomes …
Federated learning for medical applications: A taxonomy, current trends, challenges, and future research directions
With the advent of the Internet of Things (IoT), artificial intelligence (AI), machine learning
(ML), and deep learning (DL) algorithms, the landscape of data-driven medical applications …
(ML), and deep learning (DL) algorithms, the landscape of data-driven medical applications …
Networking architecture and key supporting technologies for human digital twin in personalized healthcare: A comprehensive survey
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 …
actual physical entities, has attracted explosive interests from both academia and industry …
Federated learning for the healthcare metaverse: Concepts, applications, challenges, and future directions
Recent technological advancements have considerably improved healthcare systems to
provide various intelligent services, improving life quality. The Metaverse, often described as …
provide various intelligent services, improving life quality. The Metaverse, often described as …
Metaverse communications, networking, security, and applications: Research issues, state-of-the-art, and future directions
Metaverse is an evolving orchestrator of the next-generation Internet architecture that
produces an immersive and self-adapting virtual world in which humans perform activities …
produces an immersive and self-adapting virtual world in which humans perform activities …
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 …
Intelligent healthcare: Integration of emerging technologies and Internet of Things for humanity
Health is gold, and good health is a matter of survival for humanity. The development of the
healthcare industry aligns with the development of humans throughout history. Nowadays …
healthcare industry aligns with the development of humans throughout history. Nowadays …
[HTML][HTML] FL-FD: Federated learning-based fall detection with multimodal data fusion
Multimodal data fusion is a critical element of fall detection systems, as it provides more
comprehensive information than single-modal data. Yet, data heterogeneity between …
comprehensive information than single-modal data. Yet, data heterogeneity between …