4 citations · 4 across the 3 of their papers we have counts for
4 papers
Enhancing Low Dose Computed Tomography Images Using Consistency Training Techniques
Mahmut S. Gokmen, Jie Zhang, Ge Wang +2
Diffusion models have significant impact on wide range of generative tasks, especially on image inpainting and restoration. Although the improvements on aiming for decreasing numbe…
Multiscale Latent Diffusion Model for Enhanced Feature Extraction from Medical Images
Rabeya Tus Sadia, Jie Zhang, Jin Chen
Various imaging modalities are used in patient diagnosis, each offering unique advantages and valuable insights into anatomy and pathology. Computed Tomography (CT) is crucial in d…
High Noise Scheduling is a Must
Mahmut S. Gokmen, Cody Bumgardner, Jie Zhang +2
Consistency models possess high capabilities for image generation, advancing sampling steps to a single step through their advanced techniques. Current advancements move one step f…
Latent Diffusion Model for Medical Image Standardization and Enhancement
Md Selim, Jie Zhang, Faraneh Fathi +4
Computed tomography (CT) serves as an effective tool for lung cancer screening, diagnosis, treatment, and prognosis, providing a rich source of features to quantify temporal and sp…