LensePro: label noise-tolerant prototype-based network for improving cancer detection in prostate ultrasound with limited annotations

ConclusionThrough comprehensive experiments, LensePro demonstrates its state-of-the-art performance for TRUS-based PCa detection. Although further research is necessary to confirm its clinical applicability, LensePro marks a notable advancement in enhancing automated computer-aided systems for detecting prostate cancer in ultrasound.
Source: International Journal of Computer Assisted Radiology and Surgery - Category: Intensive Care Source Type: research