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Author

Linyi Luo

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Aug 2026

ChatRCA: A Root Cause Analysis Method via LLMs-based Multi-Agent with Human-in-the-Loop

Root cause analysis (RCA) underpins cloud reliability by correlating anomalous signals to identify incident causes. Existing LLM-based RCA methods show promise, but monolithic LLM pipelines often under-capture RCA's structured workflow, while fully automated reasoning lacks calibrated uncertainty handling and expert ov...

Mingxuan Hui, Lu Wang, Qing-Shan Li et al. · 1 citation
Open access Aug 2026

Pan-retinal pathology detection in oct scans integrating natural language synthesis with diagnostic annotation

iOCT is established as a deployable, multi-disease OCT system with performance approaching trained ophthalmologists, supporting large-scale retinal disease screening in primary care and automated multi-sectional scan analysis and comprehensive natural language report generation.

Wangting Li, Wei-Hao Gao, Lu Chen et al. · 0 citations

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