Akbar, Muhammad Usman

1. Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion models
   2023/06/05 by Muhammad Usman Akbar, Måns Larsson, Akbar, Muhammad Usman +3 · 9 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
2. Beware of diffusion models for synthesizing medical images -- A comparison with GANs in terms of memorizing brain MRI and chest x-ray images
   2023/05/12 by Muhammad Usman Akbar, Wuhao Wang, Akbar, Muhammad Usman +3 · 6 citations
   Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
3. Generalized super-resolution 4D Flow MRI \unicodex2013 using ensemble learning to extend across the cardiovascular system
   2023/11/20 by Ericsson, Leon, Hjalmarsson, Adam, Akbar, Muhammad Usman +14 · 3 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
4. AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study
   2020/12/11 by Soda, Paolo, D'Amico, Natascha Claudia, Tessadori, Jacopo +25 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering