2025
Recovery of GLRLM Features in Degraded Images using Deep Learning and Image Property Models Conference Forthcoming
SPIE Medical Imaging, Forthcoming.
A conditional generative diffusion model of trabecular bone with tunable microstructure Conference Forthcoming
SPIE Medical Imaging, Forthcoming.
2024
Generative Adversarial Networks with Radiomics Supervision for Lung Lesion Generation Journal Article Forthcoming
In: IEEE Trans. Biomedical Engineering, Forthcoming.
End-to-End Deep Learning Restoration of GLCM Features from Blurred and Noisy Images Conference Forthcoming
AAPM Annual Meeting, Forthcoming.
End-to-end deep learning restoration of GLCM features from blurred and noisy images Conference
Proc SPIE Medical Imaging, vol. 12927, 2024.
2021
Standardization of histogram- and gray-level co-occurrence matrices-based radiomics in the presence of blur and noise Journal Article
In: Physics in Medicine and Biology, vol. 66, no. 7, pp. 074004, 2021.
End-to-end modeling for predicting and estimating radiomics: application to gray level co-occurrence matrices in CT Proceedings Article
In: SPIE Medical Imaging, pp. 1159509, International Society for Optics and Photonics, 2021.
Generative adversarial networks and radiomics supervision for lung lesion synthesis Best Paper Proceedings Article
In: SPIE Medical Imaging, pp. 115950O, International Society for Optics and Photonics, 2021, (Robert F. Wagner All-conference Best Student Paper Award ).