Natalia Dubljevic

Biography

About me

My name is Natalia Dubljevic and I am originally from Ladner, BC. I hold a BSc in physics (honours) from the University of British Columbia and am currently doing my MSc in biomedical engineering with a medical imaging specialization. The University of Calgary does a lot of work at the intersection of AI and medical imaging, and I wanted to be a part of it!

My research

I work with deep learning MR image reconstruction. I am investigating the effect of different MR coil configurations on the deep learning reconstruction—can we relax the coil design rules to create more comfortable coils? I am working with Richard Frayne and Roberto Souza.

BRAIN CREATE Program aspirations

By understanding how coil design rules change with the advent of deep learning MR image reconstruction methods, this will allow for the creation and commercialization of more comfortable coil arrays for patients. As well, a better understanding of the strengths and weaknesses of these deep learning methods will help transition them into the clinic.

Commercialization

By understanding how coil design rules change with the advent of deep learning MR image reconstruction methods, this will allow for the creation and commercialization of more comfortable coil arrays for patients. As well, a better understanding of the strengths and weaknesses of these deep learning methods will help transition them into the clinic.

Publications

Natalia Dubljevic - Google Scholar

Awards

NSERC BRAIN CREATE, NSERC CGS-M, AGES Research