1 code implementation • 29 Mar 2019 • Fakrul Islam Tushar, Basel Alyafi, Md. Kamrul Hasan, Lavsen Dahal
The outcome of the research indicates that for the IBSR18 data-set, pre-processing and proper tuning of hyper-parameters for NeuroNet model have improvement in DSC for the brain tissue segmentation.
no code implementations • 5 Apr 2019 • Md. Kamrul Hasan, Basel Alyafi, Fakrul Islam Tushar
The contribution of this paper is to present and compare two different approaches to skin lesion segmentation.
no code implementations • 4 Sep 2019 • Basel Alyafi, Oliver Diaz, Robert Marti
Early detection of breast cancer has a major contribution to curability, and using mammographic images, this can be achieved non-invasively.
no code implementations • 28 Nov 2019 • Basel Alyafi, Oliver Diaz, Joan C. Vilanova, Javier del Riego, Robert Marti
Medical image synthesis has gained a great focus recently, especially after the introduction of Generative Adversarial Networks (GANs).