Article

Developmental Framework and Umbrella Review of AI-driven Strategies for Hydrogel Microneedles

2025-04-28

Abstract excerpt

Artificial intelligence (AI) and machine learning (ML) serve as critical facilitators in the domain of biomedical innovation, notably enhancing the development of technologies such as microneedles, hydrogels, biosensors, and advanced drug delivery systems. Although numerous review papers have reported the application of AI/ML under highly specific areas such as materials, drug delivery or pharmaceutical formulatio...

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Literature Corpus work: 01b4ff97-9b82-5d3b-9e58-86f6f866dc84
DOI: 10.20944/preprints202504.2168.v1

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