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08/23/2023
TAI-GAN: Temporally and Anatomically Informed GAN for early-to-late frame conversion in dynamic cardiac PET motion correction
The rapid tracer kinetics of rubidium-82 (^82Rb) and high variation of c...
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07/18/2023
Transformer-based Dual-domain Network for Few-view Dedicated Cardiac SPECT Image Reconstructions
Cardiovascular disease (CVD) is the leading cause of death worldwide, an...
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05/17/2023
Joint Denoising and Few-angle Reconstruction for Low-dose Cardiac SPECT Using a Dual-domain Iterative Network with Adaptive Data Consistency
Myocardial perfusion imaging (MPI) by single-photon emission computed to...
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05/17/2023
Cross-domain Iterative Network for Simultaneous Denoising, Limited-angle Reconstruction, and Attenuation Correction of Low-dose Cardiac SPECT
Single-Photon Emission Computed Tomography (SPECT) is widely applied for...
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04/02/2023
FedFTN: Personalized Federated Learning with Deep Feature Transformation Network for Multi-institutional Low-count PET Denoising
Low-count PET is an efficient way to reduce radiation exposure and acqui...
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02/14/2023
Fast-MC-PET: A Novel Deep Learning-aided Motion Correction and Reconstruction Framework for Accelerated PET
Patient motion during PET is inevitable. Its long acquisition time not o...
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06/24/2022
Segmentation-free PVC for Cardiac SPECT using a Densely-connected Multi-dimensional Dynamic Network
In nuclear imaging, limited resolution causes partial volume effects (PV...
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06/10/2022
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT
Single-photon emission computed tomography (SPECT) is a widely applied i...
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12/09/2019
Deep Efficient End-to-end Reconstruction (DEER) Network for Low-dose Few-view Breast CT from Projection Data
Breast CT provides image volumes with isotropic resolution in high contr...
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11/13/2019
Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data
X-ray computed tomography (CT) is widely used in clinical practice. The ...
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07/02/2019