G. Karagoz

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Computer Vision (1)Eval Frameworks & Benchmarks (1)Interpretability & Mechanistic Interp (1)

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T. Ozcelebi (1)N. Meratnia (1)

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Dec 17, 2025

G. Karagoz +2Dec 17, 2025

XIMED: A Dual-Loop Evaluation Framework Integrating Predictive Model and Human-Centered Approaches for Explainable AI in Medical Imaging

SHAP explanations can significantly influence diagnostic changes in medical experts, but both SHAP and LIME can negatively impact agreement on contra-indicative reasoning.

G. Karagoz, T. Ozcelebi, N. Meratnia

Computer Vision Eval Frameworks & Benchmarks Interpretability & Mechanistic Interp

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G. Karagoz

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Papers (1)