Search Results for author: Marco Domenico Cirillo

Found 2 papers, 2 papers with code

What is the best data augmentation for 3D brain tumor segmentation?

2 code implementations26 Oct 2020 Marco Domenico Cirillo, David Abramian, Anders Eklund

Training segmentation networks requires large annotated datasets, which in medical imaging can be hard to obtain.

Brain Tumor Segmentation Data Augmentation +1

Vox2Vox: 3D-GAN for Brain Tumour Segmentation

3 code implementations19 Mar 2020 Marco Domenico Cirillo, David Abramian, Anders Eklund

Gliomas are the most common primary brain malignancies, with different degrees of aggressiveness, variable prognosis and various heterogeneous histological sub-regions, i. e., peritumoral edema, necrotic core, enhancing and non-enhancing tumour core.

Tumor Segmentation

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