Muhammad Usman Akbar

Publications

2024

Christian Jamtheim Gustafsson, Tommy Löfstedt, Mattias Åkesson, Viktor Rogowski, Muhammad Usman Akbar, Andreas Hellander, Peter Larsson, Annika Malmström, Ida Blystad, Anders Eklund (2024) Federated training of segmentation models for radiation therapy treatment planning Radiotherapy and Oncology, Vol. 194, p. S4819-S4822 (Article in journal) Continue to DOI

Leon Ericsson, Adam Hjalmarsson, Muhammad Usman Akbar, Edward Ferdian, Mia Bonini, Brandon Hardy, Jonas Schollenberger, Maria Aristova, Patrick Winter, Nicholas Burris, Alexander Fyrdahl, Andreas Sigfridsson, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young, David Marlevi (2024) Generalized super-resolution 4D Flow MRI - using ensemble learning to extend across the cardiovascular system IEEE journal of biomedical and health informatics, p. 1-12 (Article in journal) Continue to DOI

Muhammad Usman Akbar, Måns Larsson, Ida Blystad, Anders Eklund (2024) Brain tumor segmentation using synthetic MR images - A comparison of GANs and diffusion models Scientific Data, Vol. 11, Article 259 (Article in journal) Continue to DOI

2023

Johan Jönemo, Muhammad Usman Akbar, Robin Kämpe, J. Paul Hamilton, Anders Eklund (2023) Efficient Brain Age Prediction from 3D MRI Volumes Using 2D Projections Brain Sciences, Vol. 13, Article 1329 (Article in journal) Continue to DOI