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20222026
most citedExplainable concept mappings of MRI: Revealing the mechanisms underlying deep learning-based brain disease classification

4 citations · 14 across the 10 of their papers we have counts for

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2 papers · 1 filter

cs.AI2026

Safety Signals to Verify NetOps Agents with Action-Level Granularity

Tobias Labarta, Frederik Pahde, Novak Boškov +6

Agentic Network Operations (NetOps) are an emerging paradigm promising to enable workload-aware, self-adjustable, and reliable autonomous networks. While agents have proven their v…

cs.AI2025★ 4 cited

Ensuring Medical AI Safety: Interpretability-Driven Detection and Mitigation of Spurious Model Behavior and Associated Data

Frederik Pahde, Thomas Wiegand, Sebastian Lapuschkin +1

Deep neural networks are increasingly employed in high-stakes medical applications, despite their tendency for shortcut learning in the presence of spurious correlations, which can…