Federica Viola

Research Engineer

I am working as a research engineer in the CMR group. My PhD studies focus on improving data quality and handling of cardiovascular 4D flow MRI data.

Publications

2026

Federica Viola (2026)

Improving Data Quality, Image Processing, and Hemodynamic Analyses of Cardiovascular 4D Flow MRI (Doctoral thesis, comprehensive summary)

https://dx.doi.org/10.3384/9789181185126

Sohaib Qazi, Tamara Bianchessi, Federica Viola, Chiara Trenti, Erik Ylipää, Tino Ebbers, Petter Dyverfeldt (2026)

FlowVN Trained on a Single Dataset Enables Rapid Reconstruction of Highly Accelerated 4D Flow MRI Across Multiple Sites Magnetic Resonance in Medicine (Article in journal)

https://dx.doi.org/10.1002/mrm.70317

Tamara Bianchessi, Chiara Trenti, Carljohan Carlhäll, Tino Ebbers, Jan Engvall, Farkas Vanky, Federica Viola, Petter Dyverfeldt (2026)

4D Flow MRI Velocity and Turbulence Mapping in Mild Valvular Heart Disease Journal of Magnetic Resonance Imaging, Vol. 63, p. 222-232 (Article in journal)

https://dx.doi.org/10.1002/jmri.70087

2025

Belén Casas Garcia, Kajsa Tunedal, Federica Viola, Gunnar Cedersund, Carljohan Carlhäll, Matts Karlsson, Tino Ebbers (2025)

Observer- and sequence variability in personalized 4D flow MRI-based cardiovascular models Scientific Reports, Vol. 15, Article 1352 (Article in journal)

https://dx.doi.org/10.1038/s41598-024-84390-4

2024

Federica Viola, Mariana Bustamante, Ann F Bolger, Jan Engvall, Tino Ebbers (2024)

Diastolic function assessment with four-dimensional flow cardiovascular magnetic resonance using automatic deep learning E/A ratio analysis Journal of Cardiovascular Magnetic Resonance, Vol. 26, Article 101042 (Article in journal)

https://dx.doi.org/10.1016/j.jocmr.2024.101042

Research

Cardiovascular imaging and modeling - CIM

Our multidisciplinary Cardiovascular Imaging and Modelling (CIM) research cluster aims to gain insight into the cardiovascular system in health and disease by development and application of novel imaging-based methods.

Research networks

Circulation and metabolism - CircM

CircM is a strategic research network for researchers at Linköping University and Region Östergötland within the research field circulation and cardio-metabolic risk factors.

Two scientists are sitting infront of an MRI

Center for Medical Image Science and Visualization, CMIV

CMIV conducts focused front-line research providing solutions to tomorrow’s clinical issues. The CMIV mission is to develop future methods and tools for image analysis and visualization for applications within health care and medical research.

CMIV PhD students and researchers running in Vadstena.

CMIV Research School

The CMIV Research School offers a unique doctoral program designed for PhD students from both medical and technical backgrounds. At the heart of the program is close interdisciplinary collaboration, bridging the gap between healthcare and technology.

Co-workers

Tino Ebbers

Professor

Petter Dyverfeldt

Professor, Head of Unit

Carl-Johan Carlhäll

Professor

Organisation

Department of Health, Medicine and Caring Sciences (HMV)

The research areas at HMV include experimental basic research to clinical, social and public health research. We conduct high-quality education in the sought-after care professions.

Close up of three doctors dressed in surgical clothes. One stands with his back to the camera.

Division of Diagnostics and Specialist Medicine (DISP)

The division consists of three units (internal medicine, cardiovascular and radiological sciences) and contains seven subject areas within which research and teaching are conducted.

Faculty of Medicine and Health Sciences (MEDFAK)

The Faculty of Medicine and Health Sciences conducts research and education within medicine, healthcare and public health.