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Perspective
Published 21 May 2026
From sensor to solution: grounded LLM interfaces for equitable, smartphone-based pathogen surveillance
Sina Jamalzadegan · Akhil Penumudy · Mahshid Eghbali · Shayan Moghaddam · Moez Farokhnia Hamedani · Qingshan Wei
Frontiers in Sensors
doi 10.3389/fsens.2026.1826260