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Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture

Medical image analysis, 2018-12, Vol.50, p.82-94

2018

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Rapid high-quality PET Patlak parametric image generation based on direct reconstruction and temporal nonlocal neural network

NeuroImage (Orlando, Fla.), 2021-10, Vol.240, p.118380-118380, Article 118380

2021

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Direct reconstruction for simultaneous dual-tracer PET imaging based on multi-task learning

EJNMMI research, 2023-01, Vol.13 (1), p.7-7, Article 7

2023

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Signal separation of simultaneous dual-tracer PET imaging based on global spatial information and channel attention

EJNMMI physics, 2024-05, Vol.11 (1), p.47-19, Article 47

2024

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Temporal information‐guided dynamic dual‐tracer PET signal separation network

Medical physics (Lancaster), 2022-07, Vol.49 (7), p.4585-4598

2022

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DeTransUnet: attenuation correction of gated cardiac images without structural information

Physics in medicine & biology, 2022-08, Vol.67 (16), p.165007

2022

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Transformer-CNN hybrid network for improving PET time of flight prediction

Physics in medicine & biology, 2024-06, Vol.69 (11), p.115047

2024

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Deep-Learning-Based Separation of a Mixture of Dual-Tracer Single-Acquisition PET Signals With Equal Half-Lives: A Simulation Study

IEEE transactions on radiation and plasma medical sciences, 2019-11, Vol.3 (6), p.649-659

2019

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Generative Adversarial Semi-Supervised Network For Medical Image Segmentation

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.303-306

2021

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IE-CycleGAN: improved cycle consistent adversarial network for unpaired PET image enhancement

European journal of nuclear medicine and molecular imaging, 2024-11, Vol.51 (13), p.3874-3887

2024

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Hybrid-Loss Guided 3D CNN For Dynamic Dual-Tracer PET Reconstruction

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, p.1618-1621

2019

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Unsupervised PET logan parametric image estimation using conditional deep image prior

Medical image analysis, 2022-08, Vol.80, p.102519-102519, Article 102519

2022

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TransEM: Residual Swin-Transformer Based Regularized PET Image Reconstruction

Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022, Vol.13434, p.184-193

2022

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Simultaneous estimation and segmentation from projection data in dynamic PET

Medical physics (Lancaster), 2019-03, Vol.46 (3), p.1245-1259

2019

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Simultaneous reconstruction and segmentation of MRI image by manifold learning

2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC), 2019, p.1-5

2019

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Non-Invasive Locating Of Premature Ventricular Contraction Origin With Low Rank/Tv Regularization

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, p.636-639

2019

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Simultaneous reconstruction and segmentation for dynamic PET: A low rank framework

2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 2014, p.967-970

2014

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FR-NET: Focal Loss Constrained Deep Residual Networks for Segmentation of Cardiac MRI

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, p.764-767

2019

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Noninvasive Estimation of Macro-Parameters by Deep Learning

IEEE transactions on radiation and plasma medical sciences, 2020-11, Vol.4 (6), p.684-695

2020

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Prior information-guided reconstruction network for positron emission tomography images

Quantitative imaging in medicine and surgery, 2023-12, Vol.13 (12), p.8230-8246

2023

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Invertible AC-flow: Direct Attenuation Correction Of Pet Images Without Ct Or Mr Images

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-4

2022

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Blip up‐down acquisition for spin‐ and gradient‐echo imaging (BUDA‐SAGE) with self‐supervised denoising enables efficient T2, T2, para‐ and dia‐magnetic susceptibility mapping

Magnetic resonance in medicine, 2022-08, Vol.88 (2), p.633-650

2022

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Lnista-Net: Learning Nonlocal Regularized Iterative Shrinkage-Thresholding Network For Noninvasive Cardiac Transmembrane Potential Imaging

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.183-186

2021

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STPDnet: Spatial-Temporal Convolutional Primal Dual Network for Dynamic Pet Image Reconstruction

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, p.1-5

2023

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Cardiac Transmembrane Potential Imaging with GCN Based Iterative Soft Threshold Network

Medical Image Computing and Computer Assisted Intervention - MICCAI 2021, 2021, Vol.12906, p.547-556

2021

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Direct delineation of myocardial infarction without contrast agents using a joint motion feature learning architecture

Rapid high-quality PET Patlak parametric image generation based on direct reconstruction and temporal nonlocal neural network

Direct reconstruction for simultaneous dual-tracer PET imaging based on multi-task learning

Signal separation of simultaneous dual-tracer PET imaging based on global spatial information and channel attention

Temporal information‐guided dynamic dual‐tracer PET signal separation network

DeTransUnet: attenuation correction of gated cardiac images without structural information

Transformer-CNN hybrid network for improving PET time of flight prediction

Deep-Learning-Based Separation of a Mixture of Dual-Tracer Single-Acquisition PET Signals With Equal Half-Lives: A Simulation Study

Generative Adversarial Semi-Supervised Network For Medical Image Segmentation

IE-CycleGAN: improved cycle consistent adversarial network for unpaired PET image enhancement

Hybrid-Loss Guided 3D CNN For Dynamic Dual-Tracer PET Reconstruction

Unsupervised PET logan parametric image estimation using conditional deep image prior

TransEM: Residual Swin-Transformer Based Regularized PET Image Reconstruction

Simultaneous estimation and segmentation from projection data in dynamic PET

Simultaneous reconstruction and segmentation of MRI image by manifold learning

Non-Invasive Locating Of Premature Ventricular Contraction Origin With Low Rank/Tv Regularization

Simultaneous reconstruction and segmentation for dynamic PET: A low rank framework

FR-NET: Focal Loss Constrained Deep Residual Networks for Segmentation of Cardiac MRI

Noninvasive Estimation of Macro-Parameters by Deep Learning

Prior information-guided reconstruction network for positron emission tomography images

Invertible AC-flow: Direct Attenuation Correction Of Pet Images Without Ct Or Mr Images

Blip up‐down acquisition for spin‐ and gradient‐echo imaging (BUDA‐SAGE) with self‐supervised denoising enables efficient T2, T2, para‐ and dia‐magnetic susceptibility mapping

Lnista-Net: Learning Nonlocal Regularized Iterative Shrinkage-Thresholding Network For Noninvasive Cardiac Transmembrane Potential Imaging

STPDnet: Spatial-Temporal Convolutional Primal Dual Network for Dynamic Pet Image Reconstruction

Cardiac Transmembrane Potential Imaging with GCN Based Iterative Soft Threshold Network

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