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Author

M. Halfmann

2 papers indexed here

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Aug 2026

Spectral Black-Blood Photon-Counting CT for High-Resolution Carotid Vessel Wall Imaging: A Feasibility Study.

OBJECTIVES To evaluate the feasibility of a novel single-phase spectral black-blood CT (BBCT) technique for high-resolution carotid vessel wall imaging and explore its potential impact on plaque feature visualization. METHODS In this IRB-approved retrospective study, clinically indicated head and neck photon-counting...

Adrienn Tóth, M. Hagar, M. Halfmann et al. · 0 citations
Review Open access Sep 2026

Understanding and Mitigating Distribution Shifts in Volumetric Lung Nodule CAD Using a 3D Vision-Language Framework.

As artificial intelligence becomes increasingly integrated into medical imaging practice, its robustness across heterogeneous real-world settings remains a major challenge. We quantified the effect of real-world distribution shifts on three-dimensional AI models for lung nodule analysis on CT and, motivated by these sh...

B. Bercean, Rafael Medelean, A. Tenescu et al. · 0 citations

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