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Oona Rainio

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SEP 8, 2026 · JOURNAL ARTICLE

Deep learning for automatic detection of prostatectomy in CT images of prostate cancer patients

Physical and Engineering Sciences in Medicine

A single-centre algorithm development study demonstrating proof-of-concept for CNN-based prostatectomy detection on CT with reasonable accuracy, but lacking external validation, clinical outcomes data, and prospective deployment evidence.

PreliminaryProstate Cancer Diagnosis and Treatment Oona Rainio Maria K. Jaakkola

Reported

False prostate segments in post-R…98.5%

Mean prostate volume, post-RP coh…12.1 ± 5.8 cm³

Mean prostate volume, radiation/A…22.8 ± 8.9 cm³

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