A multi-view transformer framework integrating rotational micro-ultrasound sweeps with biopsy frames achieves 87.2% patient-level AUROC for prostate cancer detection, outperforming single-frame and video baselines.
European Urology87(3), 302–313 (2025)
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Compass: Prostate Cancer Detection Needs Multi-View Context
A multi-view transformer framework integrating rotational micro-ultrasound sweeps with biopsy frames achieves 87.2% patient-level AUROC for prostate cancer detection, outperforming single-frame and video baselines.