SpatialClaw: A Memory-Augmented Autonomous Ecosystem for Spatial Omics Analysis

Abstract excerpt

While the expansion of spatial omics has revolutionized our ability to dissect tissue architecture, the accumulation of incompatible computational methods has heavily fragmented end-to-end analysis, rendering complex workflows irreproducible. Generic conversational agents lack the domain-specific precision necessary to navigate the intricate biological pipelines. To overcome this, we present SpatialClaw, a memory-...

Topics

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• Transcriptome
• Biomarkers, Tumor
• Ferroptosis and cancer prognosis
• Gene Expression Profiling
• Machine Learning
• Neoplasms
• Phenotype
• Single-cell and spatial transcriptomics

Identifiers and source

Literature Corpus work

b68ea37c-4e8c-51ea-b499-b4f9dfbbb2a4

DOI

10.64898/2026.05.21.723451