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Patient-specific reconstruction of volumetric computed tomography images from a single projection view via deep learning

Nature biomedical engineering, 2019-11, Vol.3 (11), p.880-888

2019

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Scalable Person Re-identification: A Benchmark

2015 IEEE International Conference on Computer Vision (ICCV), 2015, p.1116-1124

2015

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Attention-guided deep learning for gestational age prediction using fetal brain MRI

Scientific reports, 2022-01, Vol.12 (1), p.1408-1408, Article 1408

2022

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Difunctional Magnetic Nanoparticles Employed in Immunochromatographic Assay for Rapid and Quantitative Detection of Carcinoembryonic Antigen

International journal of molecular sciences, 2023-08, Vol.24 (16), p.12562

2023

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Leveraging data-driven self-consistency for high-fidelity gene expression recovery

Nature communications, 2022-11, Vol.13 (1), p.7142-17, Article 7142

2022

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Missing Wedge Completion via Unsupervised Learning with Coordinate Networks

International journal of molecular sciences, 2024-05, Vol.25 (10), p.5473

2024

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NeRP: Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction

IEEE transaction on neural networks and learning systems, 2024-01, Vol.35 (1), p.770-782

2024

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Learning to Learn from Noisy Web Videos

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.7455-7463

2017

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Super-resolution biomedical imaging via reference-free statistical implicit neural representation

Physics in medicine & biology, 2023-10, Vol.68 (20), p.205020

2023

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A geometry-informed deep learning framework for ultra-sparse 3D tomographic image reconstruction

Computers in biology and medicine, 2022-09, Vol.148, p.105710-105710, Article 105710

2022

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Novel-view X-ray projection synthesis through geometry-integrated deep learning

Medical image analysis, 2022-04, Vol.77, p.102372-102372, Article 102372

2022

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Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation

IEEE transactions on medical imaging, 2021-12, Vol.40 (12), p.3369-3378

2021

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GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition

2021 IEEE/CVF International Conference on Computer Vision (ICCV), 2021, p.3922-3931

2021

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Modeling linear accelerator (Linac) beam data by implicit neural representation learning for commissioning and quality assurance applications

Medical physics (Lancaster), 2023-05, Vol.50 (5), p.3137-3147

2023

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Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging

IEEE transactions on medical imaging, 2023-07, Vol.42 (7), p.1-1

2023

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Establishment of a multi-line immunochromatography based on magnetic nanoparticles for simultaneous screening of multiple biomarkers

Analytical and bioanalytical chemistry, 2024-09, Vol.416 (22), p.4823-4831

2024

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Volumetric MRI with sparse sampling for MR‐guided 3D motion tracking via sparse prior‐augmented implicit neural representation learning

Medical physics (Lancaster), 2024-04, Vol.51 (4), p.2526-2537

2024

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PINER: Prior-informed Implicit Neural Representation Learning for Test-time Adaptation in Sparse-view CT Reconstruction

2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023, p.1928-1937

2023

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Markerless Pancreatic Tumor Target Localization Enabled By Deep Learning

International journal of radiation oncology, biology, physics, 2019-10, Vol.105 (2), p.432-439

2019

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Implicit neural representation for radiation therapy dose distribution

Physics in medicine & biology, 2022-06, Vol.67 (12), p.125014

2022

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Multi-Domain Image Completion for Random Missing Input Data

IEEE transactions on medical imaging, 2021-04, Vol.40 (4), p.1113-1122

2021

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Prior-Informed Machine Learning for Biomedical Imaging and Perception

Shen, Liyue

2022

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Real time volumetric MRI for 3D motion tracking via geometry‐informed deep learning

Medical physics (Lancaster), 2022-09, Vol.49 (9), p.6110-6119

2022

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AgrAmplifier: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification

IEEE transactions on information forensics and security, 2024, Vol.19, p.1241-1250

2024

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Patient-Specific Auto-segmentation on Daily kVCT Images for Adaptive Radiation Therapy

International journal of radiation oncology, biology, physics, 2023-10, Vol.117 (2), p.505-514

2023

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Patient-specific reconstruction of volumetric computed tomography images from a single projection view via deep learning

Scalable Person Re-identification: A Benchmark

Attention-guided deep learning for gestational age prediction using fetal brain MRI

Difunctional Magnetic Nanoparticles Employed in Immunochromatographic Assay for Rapid and Quantitative Detection of Carcinoembryonic Antigen

Leveraging data-driven self-consistency for high-fidelity gene expression recovery

Missing Wedge Completion via Unsupervised Learning with Coordinate Networks

NeRP: Implicit Neural Representation Learning With Prior Embedding for Sparsely Sampled Image Reconstruction

Learning to Learn from Noisy Web Videos

Super-resolution biomedical imaging via reference-free statistical implicit neural representation

A geometry-informed deep learning framework for ultra-sparse 3D tomographic image reconstruction

Novel-view X-ray projection synthesis through geometry-integrated deep learning

Deep Neural Network With Consistency Regularization of Multi-Output Channels for Improved Tumor Detection and Delineation

GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image Recognition

Modeling linear accelerator (Linac) beam data by implicit neural representation learning for commissioning and quality assurance applications

Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging

Establishment of a multi-line immunochromatography based on magnetic nanoparticles for simultaneous screening of multiple biomarkers

Volumetric MRI with sparse sampling for MR‐guided 3D motion tracking via sparse prior‐augmented implicit neural representation learning

PINER: Prior-informed Implicit Neural Representation Learning for Test-time Adaptation in Sparse-view CT Reconstruction

Markerless Pancreatic Tumor Target Localization Enabled By Deep Learning

Implicit neural representation for radiation therapy dose distribution

Multi-Domain Image Completion for Random Missing Input Data

Prior-Informed Machine Learning for Biomedical Imaging and Perception

Real time volumetric MRI for 3D motion tracking via geometry‐informed deep learning

AgrAmplifier: Defending Federated Learning Against Poisoning Attacks Through Local Update Amplification

Patient-Specific Auto-segmentation on Daily kVCT Images for Adaptive Radiation Therapy

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