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eess.IV2023★ 1 cited
Improving diagnosis and prognosis of lung cancer using vision transformers: A scoping review
Hazrat Ali, Farida Mohsen, Zubair Shah
Vision transformer-based methods are advancing the field of medical artificial intelligence and cancer imaging, including lung cancer applications. Recently, many researchers have…
eess.IV2023
Leveraging GANs for data scarcity of COVID-19: Beyond the hype
Hazrat Ali, Christer Gronlund, Zubair Shah
Artificial Intelligence (AI)-based models can help in diagnosing COVID-19 from lung CT scans and X-ray images; however, these models require large amounts of data for training and…
eess.IV2022★ 7 cited
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…