lu.se

Matematikcentrum

Lunds universitet

Denna sida på svenska This page in English

Kalendarium

"Myocardial Segmentation in MR Images Using Fully Convolutional Neural Networks"

Seminarium

Tid: 2018-02-15 14:15 till: 15:15
Plats:MH:210B Sigma
Kontakt:niels_christian.overgaard@math.lth.se


Mattias Nilsson, F10 presenterar sitt examensarbete

ABSTRACT

A convolutional neural network for automatic myocardial segmentation of MR images is described and implemented, based on the readily available architecture SegNet. A general
network trained on both end-systolic and end-diastolic images is determined to be superior to the networks trained on the separate data. The evaluation of myocardial segmentation is discussed, and the importance of visual inspection is emphasized.