GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices

2025 · doi:10.32388/jeu3u0
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This paper provides a comprehensive survey of how generative AI can be deployed on edge devices, covering system-level concepts for enabling on-device inference and related enabling techniques. It focuses on the general landscape of methods and architectures rather than reporting results from a specific biomedical experiment, and it does not present a study with a defined patient population. The main limitation is that the content is survey-level and does not evaluate a single intervention against clinical outcomes. The paper does not explicitly discuss endometriosis or adenomyosis; it was included in the corpus via a keyword match in the upstream search index.

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last seen: 2026-05-20T01:45:00.602351+00:00