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Joanna Pieńkowska

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#diffusion models Open access Sep 2026

Minimum ADC outperforms PSA and PSA density for predicting ISUP grade group in prostate cancer: a retrospective study of 192 patients undergoing radical prostatectomy

Background Apparent diffusion coefficient (ADC) derived from diffusion-weighted imaging (DWI) has been proposed as a quantitative biomarker of prostate cancer aggressiveness, and an inverse relationship between ADC and Gleason score has been reported across numerous single-marker studies and meta-analyses. However, mos...

K. Skrobisz, Weronika Bernard, Rafał Bromirski et al. · 0 citations
Open access Aug 2026

CAD-RADS 2.0-guided diagnostic pathways in chronic coronary syndromes: a real-world Polish registry of over 10 000 patients.

Divergence between observed and guideline-recommended pathways was evident across all CAD-RADS categories, indicating a need for structured implementation of CAD-RADS-guided care pathways.

Jadwiga Fijałkowska, K. Sienkiewicz, Dorota Gałąska et al. · 0 citations

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