Virtual clinical trials in medical imaging: a review

E Abadi, WP Segars, BMW Tsui… - Journal of Medical …, 2020 - spiedigitallibrary.org
The accelerating complexity and variety of medical imaging devices and methods have
outpaced the ability to evaluate and optimize their design and clinical use. This is a …

Sparse-view x-ray CT reconstruction via total generalized variation regularization

S Niu, Y Gao, Z Bian, J Huang, W Chen… - Physics in Medicine …, 2014 - iopscience.iop.org
Sparse-view CT reconstruction algorithms via total variation (TV) optimize the data iteratively
on the basis of a noise-and artifact-reducing model, resulting in significant radiation dose …

Joint image reconstruction and segmentation using the Potts model

M Storath, A Weinmann, J Frikel, M Unser - Inverse Problems, 2015 - iopscience.iop.org
We propose a new algorithmic approach to the non-smooth and non-convex Potts problem
(also called piecewise-constant Mumford–Shah problem) for inverse imaging problems. We …

Do CNNs solve the CT inverse problem?

EY Sidky, I Lorente, JG Brankov… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Objective: This work examines the claim made in the literature that the inverse problem
associated with image reconstruction in sparse-view computed tomography (CT) can be …

Biodistribution and dosimetry for combined [177Lu]Lu-PSMA-I&T/[225Ac]Ac-PSMA-I&T therapy using multi-isotope quantitative SPECT imaging

A Delker, M Schleske, G Liubchenko, I Berg… - European journal of …, 2023 - Springer
Purpose Quantitative SPECT for patient-specific dosimetry is a valuable tool in the scope of
radionuclide therapy, although its clinical application for 225Ac-based treatments may be …

Faster PET reconstruction with non-smooth priors by randomization and preconditioning

MJ Ehrhardt, P Markiewicz… - Physics in Medicine & …, 2019 - iopscience.iop.org
Uncompressed clinical data from modern positron emission tomography (PET) scanners are
very large, exceeding 350 million data points (projection bins). The last decades have seen …

Investigation of optimization-based reconstruction with an image-total-variation constraint in PET

Z Zhang, J Ye, B Chen, AE Perkins… - Physics in Medicine …, 2016 - iopscience.iop.org
Interest remains in reconstruction-algorithm research and development for possible
improvement of image quality in current PET imaging and for enabling innovative PET …

Impact of reconstruction parameters on quantitative I-131 SPECT

CAJ Van Gils, C Beijst, R Van Rooij… - Physics in Medicine & …, 2016 - iopscience.iop.org
Radioiodine therapy using I-131 is widely used for treatment of thyroid disease or
neuroendocrine tumors. Monitoring treatment by accurate dosimetry requires quantitative …

Qualitative and quantitative imaging of alpha‐emitting radiopharmaceuticals

L Wang, J Lou, X Cao, L Jia, S Xue, X Liu… - …, 2024 - Wiley Online Library
Targeted alpha (α) therapy (TAT) is an emerging therapeutic strategy for cancer treatment.
To evaluate the safety and efficacy of targeted α‐therapy, the biodistribution and internal …

Optimization-based image reconstruction from low-count, list-mode TOF-PET data

Z Zhang, S Rose, J Ye, AE Perkins… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Objective: We investigate an optimization-based approach to image reconstruction from list-
mode data in digital time-of-flight (TOF) positron emission tomography (PET) imaging …