HexMIL, a hierarchical attention MIL network, detects AI-manipulated CT volumes and localizes tampered regions using only weak labels, reporting state-of-the-art out-of-domain results.
Advance- ments and challenges in deepfake medical imaging: gen- eration and detection techniques.Computers and Elec- trical Engineering, 132:111038, 2026
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HexMIL: Hierarchical Attention MIL for Ante-Hoc Explainable Detection of AI-Manipulated CT Volumes
HexMIL, a hierarchical attention MIL network, detects AI-manipulated CT volumes and localizes tampered regions using only weak labels, reporting state-of-the-art out-of-domain results.