David Abramian

According to our database, David Abramian authored at least 12 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Diffusion-informed spatial smoothing of fMRI data in white matter using spectral graph filters.

David Abramian, Martin Larsson, Anders Eklund, Iman Aganj, Carl-Fredrik Westin, Hamid Behjat

NeuroImage, 2021

Evaluation of augmentation methods in classifying autism spectrum disorders from fMRI data with 3D convolutional neural networks.

Johan Jönemo, David Abramian, Anders Eklund

CoRR, 2021

Characterization Of Spatial Dynamics Of Fmri Data In White Matter Using Diffusion-Informed White Matter Harmonics.

Hamid Behjat, Iman Aganj, David Abramian, Anders Eklund, Carl-Fredrik Westin

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

What is The Best Data Augmentation For 3D Brain Tumor Segmentation?

Marco Domenico Cirillo, David Abramian, Anders Eklund

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Structural mediation of human brain activity revealed by white-matter interpolation of fMRI.

Anjali Tarun, Hamid Behjat, Thomas Bolton, David Abramian, Dimitri Van De Ville

NeuroImage, 2020

What is the best data augmentation approach for brain tumor segmentation using 3D U-Net?

Marco Domenico Cirillo, David Abramian, Anders Eklund

CoRR, 2020

Anatomically Informed Bayesian Spatial Priors for FMRI Analysis.

David Abramian, Per Sidén, Hans Knutsson, Mattias Villani, Anders Eklund

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Improved Functional MRI Activation Mapping in White Matter Through Diffusion-Adapted Spatial Filtering.

David Abramian, Martin Larsson, Anders Eklund, Hamid Behjat

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Vox2Vox: 3D-GAN for Brain Tumour Segmentation.

Marco Domenico Cirillo, David Abramian, Anders Eklund

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020

2019

Generating fMRI volumes from T1-weighted volumes using 3D CycleGAN.

David Abramian, Anders Eklund

CoRR, 2019

Graph Spectral Analysis of Voxel-Wise Brain Graphs from Diffusion-Weighted Mri.

Anjali Tarun, David Abramian, Hamid Behjat, Dimitri Van De Ville

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Refacing: Reconstructing Anonymized Facial Features Using GANS.

David Abramian, Anders Eklund

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019