Study Findings from Dalian Maritime University Provide New Insights into Prostate Cancer (Ipca-former: a Multi-task Transformer Framework for Perceiving Incidental Prostate Cancer).

Předmět:	PROSTATE cancer BENIGN prostatic hyperplasia
Zdroj:	Cancer Weekly; 4/30/2024, p1181-1181, 1p
Abstrakt:	A study conducted by researchers at Dalian Maritime University in China has developed a new framework called iPCa-Former, which uses deep learning to predict incidental prostate cancer (iPCa) based on multiparametric magnetic resonance imaging (mpMRI) slices. The framework combines prostate transition zone segmentation and iPCa prediction, addressing the challenges of subtle differences in mpMRI and the lower incidence rate of iPCa. The researchers created an iPCa mpMRI dataset and found that iPCa-Former outperformed other methods in predicting iPCa. This research has been peer-reviewed and published in IEEE Signal Processing Letters. [Extracted from the article]
Databáze:	Complementary Index
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