cannellaroberto.bsky.social
Assistant Professor (RTDB) UNIPA - Radiologist - University of Palermo 🇮🇹 - #SoMe for @insightsimaging.bsky.social EsgarSociety EuSoMII - #liver #HCC #LIRADS #AI #radsky #medsky
👤 Joined on 17 December 2024
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@cannellaroberto.bsky.sociallink.springer.com/article/10.1... (Bowen Zheng et al.)
Show Post🔎 An automated biparametric magnetic resonance imaging framework achieved a macro-area under the curve of 0.87 for multiclass prostate cancer classification, outperforming prostate-specific antigen, prostate-specific antigen density, and Prostate Imaging Reporting and Data System scores.
Show Post🎯 AI for prostate cancer risk stratification
Show Post🎯 Context-aware reporting using percentiles, probabilistic assessment, and longitudinal evaluation may better reflect biological variability and diagnostic uncertainty link.springer.com/article/10.1... (Isabelle Schöpper et al.)
Show Post📏 Are fixed ultrasound cut-offs always clinically meaningful? 🔎 Single thresholds may oversimplify continuous biological processes, increasing the risk of misclassification near decision boundaries
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