6 citations · 22 across the 10 of their papers we have counts for
10 papers
Poisson Flow Consistency Training
Anthony Zhang, Mahmut Gokmen, Dennis Hein +4
The Poisson Flow Consistency Model (PFCM) is a consistency-style model based on the robust Poisson Flow Generative Model++ (PFGM++) which has achieved success in unconditional imag…
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…
DiffusionCT: Latent Diffusion Model for CT Image Standardization
Md Selim, Jie Zhang, Michael A. Brooks +2
Computed tomography (CT) is one of the modalities for effective lung cancer screening, diagnosis, treatment, and prognosis. The features extracted from CT images are now used to qu…
Multivariate Sparse Group Lasso Joint Model for Radiogenomics Data
Tiantian Zeng, Md Selim, Jie Zhang +3
Radiogenomics is an emerging field in cancer research that combines medical imaging data with genomic data to predict patients clinical outcomes. In this paper, we propose a multiv…
Cross-Vendor CT Image Data Harmonization Using CVH-CT
Md Selim, Jie Zhang, Baowei Fei +3
While remarkable advances have been made in Computed Tomography (CT), most of the existing efforts focus on imaging enhancement while reducing radiation dose. How to harmonize CT i…
CT Image Harmonization for Enhancing Radiomics Studies
Md Selim, Jie Zhang, Baowei Fei +2
While remarkable advances have been made in Computed Tomography (CT), capturing CT images with non-standardized protocols causes low reproducibility regarding radiomic features, fo…
STAN-CT: Standardizing CT Image using Generative Adversarial Network
Md Selim, Jie Zhang, Baowei Fei +2
Computed tomography (CT) plays an important role in lung malignancy diagnostics and therapy assessment and facilitating precision medicine delivery. However, the use of personalize…