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Marko Nikki

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Open access Oct 2026

Deep-learning-based contrast synthesis in knee magnetic resonance imaging: performance across multiple target contrasts.

INTRODUCTION Quantitative MRI has been held back, because it increases scan time on top of clinical protocols. In this cross-sectional study, we explore how accurately unmeasured contrasts can be synthesized from magnetic resonance fingerprinting (MRF) data. MATERIALS AND METHODS MRF, T1-weighted (T1w), gadolinium-en...

O. Nykänen, Marko Nikki, V. Casula et al. · 0 citations

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