MC3DU-Net: a multisequence cascaded pipeline for the detection and segmentation of pancreatic cysts in MRI

Nir Mazor, Gili Dar, Richard Lederman, Naama Lev-Cohain, Jacob Sosna, Leo Joskowicz

Abstract: Radiological detection and follow-up of pancreatic cysts in multisequence MRI studies are required to assess the likelihood of their malignancy and to determine their treatment. The evaluation requires expertise and has not been automated. This paper presents MC3DU-Net, a novel multisequence cascaded pipeline for the detection and segmentation of pancreatic cysts in MRI studies consisting of coronal MRCP and axial TSE MRI sequences.