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.
JAMA333(19), 1679–1687 (May 2025)
1 Pith paper cite this work, alongside 59 external citations. Polarity classification is still indexing.
1
Pith paper citing it
59
external citations · external index
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
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.