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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Sangmin Lee

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Review Sep 2026

A review of portable molecular diagnostics: Paper and smartphone synergy for pathogen detection.

Overall, smartphone-integrated paper-based MDx provides a promising route toward accessible POCT, but future progress will depend on system-level co-optimization of paper architecture, molecular assay chemistry, optical acquisition, software analysis, and user-centered workflow design.

Sang-Min Lee, B. S. Batule, Youngung Seok · 0 citations
Open access 2026

LoRA-MoE Fine-Tuning for Improved Speech Recognition in People With Parkinson’s Disease

LoRA-MoE, a parameter-efficient adaptation method that combines Low-Rank Adaptation with a mixture of experts (MoE) to improve speech recognition for individuals with Parkinson’s disease (PD), demonstrates consistent improvements and stable performance across all severity levels, and its performance is robust to the nu...

Seojin Yoon, Ryul Kim, Sang-Min Lee · 0 citations

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