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Author

C. Pozzessere

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2 papers indexed here

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Open access Sep 2026

Evaluation of deep-learning iterative reconstruction combined with high-frequency kernels in CT: a task-based image quality study

To evaluate the image quality of a novel deep-learning iterative reconstruction (DLIR) algorithm combined with high-frequency kernels compared with iterative reconstruction (IR) algorithms through the assessment of the detectability of small high-contrast lesions. Three image-quality phantoms were scanned with doses fr...

A. Viry, P. Monnin, C. Pozzessere et al. · 0 citations
Open access Aug 2026

MedGemma Evaluation for Fundamental Radiological Imaging Classification Tasks

Background This study evaluates the performance of MedGemma-4B, a specialized medical vision-language model (VLM), on six fundamental radiological image classification tasks. We hypothesize that, despite their diagnostic capabilities, such models may underperform on clinically essential perceptual tasks that may be u...

Théo Sartoretti, A. Jayet, Thomas Saliba et al. · 0 citations

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