| Medical Image Segmentation
In March 2019 we started a collaboration with Mr Ali Emre Kavur (✉), a PhD student from Dokuz Eylul University in Izmir, Turkey, and his group. The purpose is to improve on the state-of-the-art in segmenting abdominal organs from CT and MRI images. Our hypothesis is that ensemble methods (combination of segmenters) will lead us to this improvement.
Kavur, A. E., L. I. Kuncheva and M. A. Selver, Basic ensembles of vanilla-style deep learning models improve liver segmentation from CT images, arXiv:2001.09647 [eess.IV], 2020.
| Bird Image Segmentation
As a bonus, Emre programmed a semantic segmenter in Python and MATLAB. The code and a detailed user's guide can be found here. (https://github.com/emrekavur/semantic-segmenter-tool)