237 citations · 268 across the 3 of their papers we have counts for
4 papers
Spot the fake lungs: Generating Synthetic Medical Images using Neural Diffusion Models
Hazrat Ali, Shafaq Murad, Zubair Shah
Generative models are becoming popular for the synthesis of medical images. Recently, neural diffusion models have demonstrated the potential to generate photo-realistic images of…
Artificial Intelligence-Based Methods for Fusion of Electronic Health Records and Imaging Data
Farida Mohsen, Hazrat Ali, Nady El Hajj +1
Healthcare data are inherently multimodal, including electronic health records (EHR), medical images, and multi-omics data. Combining these multimodal data sources contributes to a…
Combating COVID-19 using Generative Adversarial Networks and Artificial Intelligence for Medical Images: A Scoping Review
Hazrat Ali, Zubair Shah
This review presents a comprehensive study on the role of GANs in addressing the challenges related to COVID-19 data scarcity and diagnosis. It is the first review that summarizes…
A deep learning pipeline for identification of motor units in musculoskeletal ultrasound
Hazrat Ali, Johannes Umander, Robin Rohlén +1
Ultrasound imaging provides information from a large part of the muscle. It has recently been shown that ultrafast ultrasound imaging can be used to record and analyze the mechanic…