CNN-based survival model for pancreatic ductal adenocarcinoma in medical imaging.
Yucheng ZhangEdrise M Lobo-MuellerPaul KaranicolasSteven GallingerMasoom A HaiderFarzad KhalvatiPublished in: BMC medical imaging (2020)
The proposed CNN-based survival model outperforms CPH-based radiomics pipeline in PDAC prognosis. This approach offers a better fit for survival patterns based on CT images and overcomes the limitations of conventional survival models.