no code implementations • 20 Oct 2021 • Johan Jönemo, David Abramian, Anders Eklund
Classifying subjects as healthy or diseased using neuroimaging data has gained a lot of attention during the last 10 years.
2 code implementations • 26 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.
3 code implementations • 19 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.
no code implementations • 19 Jul 2019 • David Abramian, Anders Eklund
Registration between an fMRI volume and a T1-weighted volume is challenging, since fMRI volumes contain geometric distortions.
1 code implementation • 15 Oct 2018 • David Abramian, Anders Eklund
Anonymization of medical images is necessary for protecting the identity of the test subjects, and is therefore an essential step in data sharing.