Muhammad Usman Akbar

16 papers B 1Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Beware of diffusion models for synthesizing medical images - a comparison with GANs in terms of memorizing brain MRI and chest x-ray images. Mach. Learn. Sci. Technol. Muhammad Usman Akbar, Wuhao Wang, Anders Eklund
2025	J	`jnl`	Knowledge Distillation and Transformer-Based Framework for Automatic Spine CT Report Generation. IEEE Access Humaira Batool, Asmat Mukhtar, Sajid Gul Khawaja, Norah Saleh Alghamdi, Asad Mansoor Khan, Adil Qayyum, Ruqqayia Adil, Zawar Khan, Muhammad Usman Akram, Muhammad Usman Akbar, Anders Eklund
2024	J	`jnl`	Generalized Super-Resolution 4D Flow MRI - Using Ensemble Learning to Extend Across the Cardiovascular System. IEEE J. Biomed. Health Informatics Leon Ericsson, Adam Hjalmarsson, Muhammad Usman Akbar, Edward Ferdian, Mia Bonini, Brandon Hardy, Jonas Schollenberger, Maria Aristova, Patrick Winter, Nicholas S. Burris, Alexander Fyrdahl, Andreas Sigfridsson, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young, David Marlevi
2023	J	`jnl`	Beware of diffusion models for synthesizing medical images - A comparison with GANs in terms of memorizing brain tumor images. CoRR Muhammad Usman Akbar, Wuhao Wang, Anders Eklund
2023	J	`jnl`	Brain tumor segmentation using synthetic MR images - A comparison of GANs and diffusion models. CoRR Muhammad Usman Akbar, Måns Larsson, Anders Eklund
2023	J	`jnl`	Generalized super-resolution 4D Flow MRI - using ensemble learning to extend across the cardiovascular system. CoRR Leon Ericsson, Adam Hjalmarsson, Muhammad Usman Akbar, Edward Ferdian, Mia Bonini, Brandon Hardy, Jonas Schollenberger, Maria Aristova, Patrick Winter, Nicholas S. Burris, Alexander Fyrdahl, Andreas Sigfridsson, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young, David Marlevi
2022	—	`—`	Deep Learning Approaches Targeting Radiological Images. Muhammad Usman Akbar
2022	J	`jnl`	Does an ensemble of GANs lead to better performance when training segmentation networks with synthetic images? CoRR Måns Larsson, Muhammad Usman Akbar, Anders Eklund
2022	J	`jnl`	Efficient brain age prediction from 3D MRI volumes using 2D projections. CoRR Johan Jönemo, Muhammad Usman Akbar, Robin Kämpe, J. Paul Hamilton, Anders Eklund
2021	J	`jnl`	AIforCOVID: Predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. Medical Image Anal. Paolo Soda, Natascha Claudia D'Amico, Jacopo Tessadori, Giovanni Valbusa, Valerio Guarrasi, Chandra Bortolotto, Muhammad Usman Akbar, Rosa Sicilia, Ermanno Cordelli, Deborah Fazzini, Michaela Cellina, Giancarlo Oliva, Giovanni Callea, Silvia Panella, Maurizio Cariati, Diletta Cozzi, Vittorio Miele, Elvira Stellato, Gianpaolo Carrafiello, Giulia Castorani, Annalisa Simeone, Lorenzo Preda, Giulio Iannello, Alessio Del Bue, Fabio Tedoldi, Marco Alì, Diego Sona, Sergio Papa
2021	—	`conf`	Multimodal Segmentation of Medical Images with Heavily Missing Data. BHI Muhammad Usman Akbar, Vittorio Murino, Diego Sona
2020	J	`jnl`	AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study. CoRR Paolo Soda, Natascha Claudia D'Amico, Jacopo Tessadori, Giovanni Valbusa, Valerio Guarrasi, Chandra Bortolotto, Muhammad Usman Akbar, Rosa Sicilia, Ermanno Cordelli, Deborah Fazzini, Michaela Cellina, Giancarlo Oliva, Giovanni Callea, Silvia Panella, Maurizio Cariati, Diletta Cozzi, Vittorio Miele, Elvira Stellato, Gianpaolo Carrafiello, Giulia Castorani, Annalisa Simeone, Lorenzo Preda, Giulio Iannello, Alessio Del Bue, Fabio Tedoldi, Marco Alì, Diego Sona, Sergio Papa
2020	B	`conf`	Geodesic Clustering of Positive Definite Matrices For Classification of Mental Disorder Using Brain Functional Connectivity. IJCNN Muhammad Abubakar Yamin, Jacopo Tessadori, Muhammad Usman Akbar, Michael Dayan, Vittorio Murino, Diego Sona
2020	—	`conf`	Organ Segmentation with Recursive Data Augmentation for Deep Models. ICPR Workshops (1) Muhammad Usman Akbar, Muhammad Abubakar Yamin, Vittorio Murino, Diego Sona
2019	—	`conf`	Multiple Organs Segmentation in Abdomen CT Scans Using a Cascade of CNNs. ICIAP (1) Muhammad Usman Akbar, Shahab Aslani, Vittorio Murino, Diego Sona
2018	J	`jnl`	Induced magnetic field analysis for the peristaltic transport of non-Newtonian nanofluid in an annulus. Math. Comput. Simul. Sadaf Hina, Muhammad Usman Akbar, S. Nadeem