Browsing EΛ.ΜΕ.ΠΑ. / HMU by Keywords "semantic segmentation"

Now showing items 1-2 of 2

Integration of gene expressions with polymorphism data in systems biology: comparison with imaging techniques in gliomas.

Η.Μ.U, School of Engineering (ScENG), Electrical and Computer Engineering Dept
Authors: Iosifidis, Petros-Konstantinos
Thesis advisor: Tsiknakis, Emmanouil; Koumakis, Eleftherios
Publication Date: 2022-11-01

The present work outlines core aspects of machine learning in the fields of radiomics, genomics, transcriptomics and radiogenomics. More specifically, it’s attempting through the usage of multi-type data (including medical ...
Semantic segmentation of diabetic retinopathy lesions, using a UNET with pretrained encoder.

H.M.U., School of Engineering (ScENG) MSc in Informatics & Multimedia
Authors: Theodoropoulos, Dimitrios
Thesis advisor: Marias, Konstantinos
Publication Date: 2022-01-19

With the emergence of Deep Learning nowadays, a lot of novel architectures have been devised to perform tasks such as classification, detection, segmentation etc. In Medical Imaging and especially in Ophthalmology, the ...