Publications
publications by categories in reversed chronological order.
Categories:
J: Journal papers
C: Conference proceedings papers
2026
- CGeometry-correct diffusion posterior sampling with denoiser-pullback curvature guidance and manifold-aligned dampingInternational Conference on Machine Learning (ICML) (2026)
- CFAST‑DIPS: adjoint‑free analytic steps and hard‑constrained likelihood correction for diffusion‑prior inverse problemsInternational Conference on Learning Representations (ICLR) (2026)
2025
- CAdaptive 3D reconstruction via diffusion priors and forward curvature-matching likelihood updatesAdvances in Neural Information Processing Systems (NeurIPS) (2025)
Spotlight presentation [top 3.55%]
2024
- J
2023
- JTransformer-based integrated framework for joint reconstruction and segmentation in accelerated knee MRIElectronics (2023)
- JSPECT reconstruction with a trained regularizer using CT-side information: application to 177Lu SPECT imagingIEEE Transactions on Computational Imaging (2023)
- JMomentum-Net: fast and convergent iterative neural network for inverse problemsIEEE Transactions on Pattern Analysis and Machine Intelligence (2023)
2020
- JImproved low-count quantitative PET reconstruction with an iterative neural networkIEEE Transactions on Medical Imaging (2020)
- JA deep neural network for fast and accurate scatter estimation in quantitative SPECT/CT under challenging scatter conditionsEuropean journal of nuclear medicine and molecular imaging (2020)
- CJoint low-count PET/CT segmentation and reconstruction with paired variational neural networksMedical Imaging 2020: Physics of Medical Imaging (2020)
2019
- CSPECT/CT scatter estimation using a deep convolutional neural network: implementation in Y-90 imaging2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2019)
2018
- JA PET reconstruction formulation that enforces non-negativity in projection space for bias reduction in Y-90 imagingPhysics in Medicine & Biology (2018)
- JY-90 SPECT ML image reconstruction with a new model for tissue-dependent bremsstrahlung production using CT information: a proof-of-concept studyPhysics in Medicine & Biology (2018)
- CApplication of trained Deep BCD-Net to iterative low-count PET image reconstruction2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC) (2018)
- COn parameter selection for joint spectral reconstruction in Y90 SPECT2018 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS/MIC) (2018)
- CFast and convergent iterative image recovery using trained convolutional neural networks2018 56th Annual Allerton Conference on Communication, Control, and Computing (Allerton) (2018)
2017
- CReducing bias in Y-90 PET images by enforcing non-negativity in projection space2017 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC) (2017)