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Asif Hanif

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#machine learning Preprint Open access Oct 2026

PhaseAT: Fourier Phase Adversarial Training for Medical Image Domain Generalization

Reliable clinical deployment of deep medical image models is hindered by distribution shifts across scanners, sites, and acquisition protocols. Existing domain generalization (DG) methods often focus on style or intensity diversification, but they can still leave networks dependent on domain-specific texture correlatio...

Ahmed Sharshar, Asif Hanif, Naveen Kumar Kummari et al. · 0 citations

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