Frank J. Brooks
According to our database1,
Frank J. Brooks
authored at least 15 papers
between 2013 and 2023.
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Bibliography
2023
Assessing the Ability of Generative Adversarial Networks to Learn Canonical Medical Image Statistics.
IEEE Trans. Medical Imaging, June, 2023
Assessing the capacity of a denoising diffusion probabilistic model to reproduce spatial context.
CoRR, 2023
Evaluating generative stochastic image models using task-based image quality measures.
Proceedings of the Medical Imaging 2023: Image Perception, 2023
2022
Investigating the robustness of a learning-based method for quantitative phase retrieval from propagation-based x-ray phase contrast measurements under laboratory conditions.
CoRR, 2022
Evaluating procedures for establishing generative adversarial network-based stochastic image models in medical imaging.
Proceedings of the Medical Imaging 2022: Image Perception, 2022
Evaluating the capacity of deep generative models to reproduce measurable high-order spatial arrangements in diagnostic images.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
2021
IEEE Trans. Medical Imaging, 2021
A Method for Evaluating the Capacity of Generative Adversarial Networks to Reproduce High-order Spatial Context.
CoRR, 2021
Learning stochastic object models from medical imaging measurements by use of advanced AmbientGANs.
CoRR, 2021
Proceedings of the Medical Imaging 2021: Image Perception, 2021
Assessing regularization in tomographic imaging via hallucinations in the null space.
Proceedings of the Medical Imaging 2021: Image Perception, 2021
2020
Learning stochastic object models from medical imaging measurements using Progressively-Growing AmbientGANs.
CoRR, 2020
Progressively-Growing AmbientGANs for learning stochastic object models from imaging measurements.
Proceedings of the Medical Imaging 2020: Image Perception, 2020
2019
Proceedings of the Medical Imaging 2019: Image Perception, 2019
2013
BMC Medical Imaging, 2013