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Author

Paola Velardi

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Book Open access Nov 2026

Agentic Reasoning Is Not Always Better: Evidence from Clinical Time-Series Explanation

Continuous physiological monitoring is central to emergency care, yet building trustworthy, clinically usable AI remains challenging. While LLMs translate complex physiological signals into natural-language clinical narratives, it remains unclear whether agentic reasoning frameworks improve the quality of explanations...

Davide Gabrielli, Paola Velardi, Stefano Faralli et al. · 0 citations
#explainable ai Book Open access Nov 2026

Agentic Reasoning Is Not Always Better: Evidence from Clinical Time-Series Explanation

Continuous physiological monitoring is central to emergency care, yet building trustworthy, clinically usable AI remains challenging. While LLMs translate complex physiological signals into natural-language clinical narratives, it remains unclear whether agentic reasoning frameworks improve the quality of explanations...

Davide Gabrielli, Paola Velardi, Stefano Faralli et al. · 0 citations

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