Publications
For the most updated list of my publications, please visit my Google Scholar page.
2022
- W. Zhou, S. Bhadra, F.J. Brooks, H. Li, M.A. Anastasio, “Learning stochastic object models from medical imaging measurements by use of advanced ambient generative adversarial networks”, Journal of Medical Imaging 2022.
- S. Bhadra, U.Villa, M.A. Anastasio, “Mining the manifolds of deep generative models for multiple data-consistent solutions of ill-posed tomographic imaging problems”, arXiv 2022.
2021
- S. Bhadra, V.A. Kelkar, F.J. Brooks, M.A. Anastasio, “On hallucinations in tomographic image reconstruction”, IEEE Transactions on Medical Imaging 2021.
- S. Bhadra, V.A. Kelkar, F.J. Brooks, M.A. Anastasio, “Assessing regularization in tomographic imaging via hallucinations in the null space”, Proceedings of SPIE Medical Imaging 2021.
- V.A. Kelkar, S. Bhadra, M.A. Anastasio, “Medical image reconstruction using compressible latent space invertible networks”, Proceedings of SPIE Medical Imaging 2021.
- W. Zhou, S. Bhadra, F.J. Brooks, J.L. Granstedt, H. Li, M.A. Anastasio, “Advancing the AmbientGAN for learning stochastic object models”, Proceedings of SPIE Medical Imaging 2021.
- V.A. Kelkar, S. Bhadra, M.A. Anastasio, “Compressible latent-space invertible networks for generative model-constrained image reconstruction”, IEEE Transactions on Computational Imaging 2021.
2020
- W. Zhou, S. Bhadra, F.J. Brooks, H. Li, M.A. Anastasio, “Learning stochastic object models from medical imaging measurements using Progressively-Growing AmbientGANs”, arXiv 2020.
- S. Bhadra, W. Zhou, M.A. Anastasio, “Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks”, Proceedings of SPIE Medical Imaging 2020.
- W. Zhou, S. Bhadra, F.J. Brooks, H. Li, M.A. Anastasio, “Progressively-Growing AmbientGANs for learning stochastic object models from imaging measurements”, Proceedings of SPIE Medical Imaging 2020.
2019
- W. Zhou, S. Bhadra, F.J. Brooks, M.A. Anastasio, “Learning stochastic object model from noisy imaging measurements using AmbientGANs”, Proceedings of SPIE Medical Imaging 2019.
2018
- A. Oraevsky, R. Su, H. Nguyen, J. Moore, Y. Lou, S. Bhadra, L. Forte, M.A. Anastasio, W. Yang, “Full-view 3D imaging system for functional and anatomical screening of the breast”, Proceedings of SPIE BiOS 2018.
- H.M. Gach, S. Bhadra, A.N. Curcuru, R. Nana, C.G. Robinson, P.S. Cuculich, S. Mutic, M.A. Anastasio, “Real-time low-field cardiac MRI using an integrated MRI-guided radiotherapy system”, Proceedings of International Society for Magnetic Resonance in Medicine 2018.