1 code implementation • 10 Sep 2020 • Paschalis Bizopoulos, Nicholas Vretos, Petros Daras
In this paper, an extensive comparison of DL models for lung and COVID-19 lesion segmentation in Computerized Tomography (CT) scans is presented, which can also be used as a benchmark for testing medical image segmentation models.
no code implementations • 26 May 2020 • Paschalis Bizopoulos, Dimitris Bizopoulos
We propose a Makefile for developing containerized $\LaTeX$ technical documents.
Software Engineering
no code implementations • 30 Oct 2019 • Paschalis Bizopoulos
We lastly present Sparsely Activated Networks (SANs) that consist of kernels with shared weights that, during encoding, are convolved with the input and then passed through a sparse activation function.
1 code implementation • 12 Jul 2019 • Paschalis Bizopoulos, Dimitrios Koutsouris
We lastly present Sparsely Activated Networks (SANs) that consist of kernels with shared weights that, during encoding, are convolved with the input and then passed through a sparse activation function.
1 code implementation • 18 Apr 2019 • Paschalis Bizopoulos, George I Lambrou, Dimitrios Koutsouris
Deep learning has revolutionized computer vision utilizing the increased availability of big data and the power of parallel computational units such as graphical processing units.
no code implementations • 22 Feb 2019 • Paschalis Bizopoulos, Dimitrios Koutsouris
The medical field is creating large amount of data that physicians are unable to decipher and use efficiently.