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Home/Authors/Martina Mattioli

Martina Mattioli

1 indexed paper

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26

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AI×1

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Marcello Pelillo1×

Research Timeline

2026
Scientific Explanations in Health Sciences: Causality, Trust, and Epistemic Adequacy

This paper critically reviews the intersection of philosophy of science and explainable AI (XAI) in medicine, identifying necessary conditions for a philosophically grounded approach to explanation.

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Papers

cs.AITheoreticalRecentJun 30, 2026

Scientific Explanations in Health Sciences: Causality, Trust, and Epistemic Adequacy

Martina Mattioli, Marcello Pelillo

This paper critically reviews the intersection of philosophy of science and explainable AI (XAI) in medicine, identifying necessary conditions for a philosophically grounded approach to explanation.

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