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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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A Meshfree Representation for Cardiac Medical Image Computing

IEEE journal of translational engineering in health and medicine, 2018-01, Vol.6, p.1-12

2018

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Non-invasive reconstruction of dynamic myocardial transmembrane potential with graph-based total variation constraints

Healthcare technology letters, 2019-12, Vol.6 (6), p.181-186

2019

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Spatiotemporal Strategies for Joint Segmentation and Motion Tracking From Cardiac Image Sequences

IEEE journal of translational engineering in health and medicine, 2017-01, Vol.5, p.1-19

2017

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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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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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Cardiac Transmembrane Potential Imaging with GCN Based Iterative Soft Threshold Network

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

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Neural network aided extended Kalman filtering for inverse imaging of cardiac transmembrane potential

Physics in medicine & biology, 2024-07, Vol.69 (13), p.135011

2024

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Nonlocal based FISTA network for noninvasive cardiac transmembrane potential imaging

Physics in medicine & biology, 2024-04, Vol.69 (7), p.75018

2024

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Joint spatio-temporal features constrained self-supervised electrocardiogram representation learning

Biomedical engineering letters, 2024-03, Vol.14 (2), p.209-220

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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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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Spatiotemporal Attention Constrained Deep Learning Framework for Dual-Tracer PET Imaging

Medical Image Understanding and Analysis, p.87-100

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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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Deep Learning Based Framework for Direct Reconstruction of PET Images

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.48-56

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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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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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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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A strain-based ultrasound elastography using phase shift with prior estimates and meshfree shape function

2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011, p.532-535

2011

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Liver-Buda-Sage: Simultaneous Whole Liver T2 and T2 Mapping in one Breath-Hold

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-5

2022

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Attention-Fused CNN Model Compression with Knowledge Distillation for Brain Tumor Segmentation

Medical Image Understanding and Analysis, p.328-338

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Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.678-686

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

A Meshfree Representation for Cardiac Medical Image Computing

Non-invasive reconstruction of dynamic myocardial transmembrane potential with graph-based total variation constraints

Spatiotemporal Strategies for Joint Segmentation and Motion Tracking From Cardiac Image Sequences

DeTransUnet: attenuation correction of gated cardiac images without structural information

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

Generative Adversarial Semi-Supervised Network For Medical Image Segmentation

Cardiac Transmembrane Potential Imaging with GCN Based Iterative Soft Threshold Network

Neural network aided extended Kalman filtering for inverse imaging of cardiac transmembrane potential

Nonlocal based FISTA network for noninvasive cardiac transmembrane potential imaging

Joint spatio-temporal features constrained self-supervised electrocardiogram representation learning

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

Unsupervised PET logan parametric image estimation using conditional deep image prior

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

Spatiotemporal Attention Constrained Deep Learning Framework for Dual-Tracer PET Imaging

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

Deep Learning Based Framework for Direct Reconstruction of PET Images

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

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

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

A strain-based ultrasound elastography using phase shift with prior estimates and meshfree shape function

Liver-Buda-Sage: Simultaneous Whole Liver T2 and T2 Mapping in one Breath-Hold

Attention-Fused CNN Model Compression with Knowledge Distillation for Brain Tumor Segmentation

Recurrent Aggregation Learning for Multi-view Echocardiographic Sequences Segmentation

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