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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Sangmin Lee

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Review Sep 2026

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

Molecular diagnostics (MDx) enables sensitive and specific pathogen detection, but conventional laboratory-based methods require specialized instruments, trained personnel, and centralized infrastructure, limiting their accessibility in resource-limited settings. Paper-based MDx platforms offer low-cost, portable, and...

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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