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A lightweight deep learning architecture for automatic shrimp disease classification

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A lightweight deep learning architecture for automatic shrimp disease classification

Sandhya Sharma et al · Nature Portfolio · 2026 · ISSN 2045-2322

Abstract Globally, shrimp aquaculture is a vital source of food, but disease outbreaks present serious economic challenges. Traditional diagnostic techniques, such as visual inspection and polymerase chain reaction (PCR)...

LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma eng

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Single-cell and spatial profiling reveal cDC2A-CXCL13+CD8+ T-epithelial cell crosstalk and cytotoxicity through TNFRSF9 in cutaneous and mucosal lichen planus

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Single-cell and spatial profiling reveal cDC2A-CXCL13+CD8+ T-epithelial cell crosstalk and cytotoxicity through TNFRSF9 in cutaneous and mucosal lichen planus

Rundong Jiang et al · Nature Portfolio · 2026 · ISSN 2041-1723

Abstract Lichen planus (LP) is a chronic inflammatory disease of the skin and mucous membranes, marked by T cell infiltration and keratinocyte apoptosis. However, its immune microenvironment remains poorly understood. Us...

LCC TENDOlNjaWVuY2U~Idioma eng

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