Search Results for author: Basel Alyafi

Found 4 papers, 1 papers with code

Quality analysis of DCGAN-generated mammography lesions

no code implementations28 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).

Image Generation Super-Resolution

DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography

no code implementations4 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.

Lesion Detection object-detection +1

Brain Tissue Segmentation Using NeuroNet With Different Pre-processing Techniques

1 code implementation29 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.

3D Semantic Segmentation

Cannot find the paper you are looking for? You can Submit a new open access paper.