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

Nir MazorGili DarRichard LedermanNaama Lev-CohainJacob SosnaLeo Joskowicz

Published in: International journal of computer assisted radiology and surgery (2023)

MC3DU-Net is the first fully automatic method for detection and segmentation of pancreatic cysts in MRI. Automatic detection and segmentation of pancreatic cysts in MRI can be performed accurately and reliably. It may provide a method for precise disease evaluation and may serve as a second expert reader.

Keyphrases

deep learning
contrast enhanced
convolutional neural network
magnetic resonance imaging
loop mediated isothermal amplification
real time pcr
label free
machine learning
diffusion weighted imaging
clinical practice