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ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis

IEEE transactions on medical imaging, 2022-10, Vol.41 (10), p.2598-2614

2022

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Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis

IEEE transactions on medical imaging, 2022-01, Vol.41 (1), p.145-157

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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Reducing annotating load: Active learning with synthetic images in surgical instrument segmentation

Medical image analysis, 2024-10, Vol.97, p.103246, Article 103246

2024

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Selective synthetic augmentation with HistoGAN for improved histopathology image classification

Medical image analysis, 2021-01, Vol.67, p.101816-101816, Article 101816

2021

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Unified Multi-Modal Image Synthesis for Missing Modality Imputation

IEEE transactions on medical imaging, 2024-07, Vol.PP, p.1-1

2024

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An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection

IEEE journal of biomedical and health informatics, 2020-08, Vol.24 (8), p.2303-2314

2020

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Multimodal MRI synthesis using unified generative adversarial networks

Medical physics (Lancaster), 2020-12, Vol.47 (12), p.6343-6354

2020

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Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network

Medical image analysis, 2019-02, Vol.52, p.174-184

2019

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Measurement Guidance in Diffusion Models: Insight from Medical Image Synthesis

IEEE transactions on pattern analysis and machine intelligence, 2024-05, Vol.PP, p.1-15

2024

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Medical Image Synthesis: Methods and Clinical Applications

Yang, Xiaofeng

1st, 2024

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Harmonizing Pathological and Normal Pixels for Pseudo-Healthy Synthesis

IEEE transactions on medical imaging, 2022-09, Vol.41 (9), p.2457-2468

2022

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Multi-scale Transformer Network with Edge-aware Pre-training for Cross-Modality MR Image Synthesis

IEEE transactions on medical imaging, 2023-11, Vol.PP (11), p.1-1

2023

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Synthesizing MR Image Contrast Enhancement Using 3D High-Resolution ConvNets

IEEE transactions on biomedical engineering, 2023-02, Vol.70 (2), p.401-412

2023

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YoloCurvSeg: You only label one noisy skeleton for vessel-style curvilinear structure segmentation

Medical image analysis, 2023-12, Vol.90, p.102937-102937, Article 102937

2023

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2D medical image synthesis using transformer-based denoising diffusion probabilistic model

Physics in medicine & biology, 2023-05, Vol.68 (10), p.105004

2023

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Free-form tumor synthesis in computed tomography images via richer generative adversarial network

Knowledge-based systems, 2021-04, Vol.218, p.106753, Article 106753

2021

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Bi-Modality Medical Image Synthesis Using Semi-Supervised Sequential Generative Adversarial Networks

IEEE journal of biomedical and health informatics, 2020-03, Vol.24 (3), p.855-865

2020

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AutoEncoder-Driven Multimodal Collaborative Learning for Medical Image Synthesis

International journal of computer vision, 2023-08, Vol.131 (8), p.1995-2014

2023

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An hetero-modal deep learning framework for medical image synthesis applied to contrast and non-contrast MRI

Biomedical physics & engineering express, 2024-09, Vol.10 (6), p.65015

2024

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Deep learning based synthesis of MRI, CT and PET: Review and analysis

Medical image analysis, 2024-02, Vol.92, p.103046-103046, Article 103046

2024

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Multi-Modality MR Image Synthesis via Confidence-Guided Aggregation and Cross-Modality Refinement

IEEE journal of biomedical and health informatics, 2022-01, Vol.26 (1), p.27-35

2022

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SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.777-785

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A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data

IEEE journal of biomedical and health informatics, 2022-12, Vol.26 (12), p.1-13

2022

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LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation

IEEE transactions on medical imaging, 2024-07, Vol.43 (7), p.2448-2465

2024

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ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis

Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis

Multi-Domain Image Completion for Random Missing Input Data

Reducing annotating load: Active learning with synthetic images in surgical instrument segmentation

Selective synthetic augmentation with HistoGAN for improved histopathology image classification

Unified Multi-Modal Image Synthesis for Missing Modality Imputation

An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection

Multimodal MRI synthesis using unified generative adversarial networks

Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network

Measurement Guidance in Diffusion Models: Insight from Medical Image Synthesis

Medical Image Synthesis: Methods and Clinical Applications

Harmonizing Pathological and Normal Pixels for Pseudo-Healthy Synthesis

Multi-scale Transformer Network with Edge-aware Pre-training for Cross-Modality MR Image Synthesis

Synthesizing MR Image Contrast Enhancement Using 3D High-Resolution ConvNets

YoloCurvSeg: You only label one noisy skeleton for vessel-style curvilinear structure segmentation

2D medical image synthesis using transformer-based denoising diffusion probabilistic model

Free-form tumor synthesis in computed tomography images via richer generative adversarial network

Bi-Modality Medical Image Synthesis Using Semi-Supervised Sequential Generative Adversarial Networks

AutoEncoder-Driven Multimodal Collaborative Learning for Medical Image Synthesis

An hetero-modal deep learning framework for medical image synthesis applied to contrast and non-contrast MRI

Deep learning based synthesis of MRI, CT and PET: Review and analysis

Multi-Modality MR Image Synthesis via Confidence-Guided Aggregation and Cross-Modality Refinement

SkrGAN: Sketching-Rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis

A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data

LungViT: Ensembling Cascade of Texture Sensitive Hierarchical Vision Transformers for Cross-Volume Chest CT Image-to-Image Translation

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