1. PhD Candidate
2022 - 2026 (expected)
I am currently a PhD candidate at the Oncology-Pathology department of Karolinska Institutet, studying artificial intelligence in computational pathology for improving breast cancer prognostication and therapy prediction, under the supervision of Associate Prof. Theodoros Foukakis.
2. MEng. Electrical and Computer Engineering
University of Patras
2014 - 2019
I studied at Electrical and Computer Engineering at the University of Patras from 2014 until 2019 (5-year course) and I focused my studies on software engineering and image processing. I graduated third in my class, with a grade of 8.3/10.
The primary supervisor from University of Patras was Prof. Athanassios Skodras.
Its central objective was the application of advanced stereo vision techniques for the estimation of cloud height based on images from the MSG-3 and MSG-1 satellites.
In the context of the thesis I have specifically focused on the following:
- Extensive review of prior work regarding image registration methods.
- Implementation of several state-of-the-art image registration methods. Specifically, I have compared two major algorithmic family of methods, i.e.
- One operating on the pixel domain, which is based on the maximization of the Mutual Information of the image pair and
- One operating on the low-level features of the images. In this approach, the features were extracted using the SIFT and SURF algorithms. The transformation model for registering the images was estimated using these features and the RANSAC algorithm.
- Review and application of Graph Cut algorithms based on the Markov Random Fields theory to extract the disparity map.
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