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Radiomics Analysis on Ultrasound for Prediction of Biologic Behavior in Breast Invasive Ductal Carcinoma

Clinical breast cancer, 2018-06, Vol.18 (3), p.e335-e344

2018

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Breast Tumor Classification Based on a Computerized Breast Imaging Reporting and Data System Feature System

Journal of ultrasound in medicine, 2018-02, Vol.37 (2), p.403-415

2018

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Breast DCE-MRI radiomics: a robust computer-aided system based on reproducible BI-RADS features across the influence of datasets bias and segmentation methods

International journal for computer assisted radiology and surgery, 2020-06, Vol.15 (6), p.921-930

2020

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Chronic Lead Exposure in Adult Mice: Associations with miR-671/CDR1as Regulation, NF-κB Signaling, and Alzheimer's Disease-like Pathology

Toxics (Basel), 2024-06, Vol.12 (6), p.410

2024

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WDTISeg: One-Stage Interactive Segmentation for Breast Ultrasound Image Using Weighted Distance Transform and Shape-Aware Compound Loss

Applied sciences, 2021-07, Vol.11 (14), p.6279

2021

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GMRLNet: A graph-based manifold regularization learning framework for placental insufficiency diagnosis on incomplete multimodal ultrasound data

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

2023

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TN‐USMA Net: Triple normalization‐based gastrointestinal stromal tumors classification on multicenter EUS images with ultrasound‐specific pretraining and meta attention

Medical physics (Lancaster), 2021-11, Vol.48 (11), p.7199-7214

2021

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Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network

Computerized medical imaging and graphics, 2021-06, Vol.90, p.101909-101909, Article 101909

2021

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Temporally coherent cardiac motion tracking from cine MRI: Traditional registration method and modern CNN method

Medical physics (Lancaster), 2020-09, Vol.47 (9), p.4189-4198

2020

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Investigating the relationship of co-exposure to multiple metals with chronic kidney disease: An integrated perspective from epidemiology and adverse outcome pathways

Journal of hazardous materials, 2024-12, Vol.480, p.135844, Article 135844

2024

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CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy

IEEE transactions on medical imaging, 2024-03, Vol.43 (3), p.1-1

2024

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Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features

IEEE journal of biomedical and health informatics, 2022-07, Vol.26 (7), p.3059-3067

2022

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Reproducibility of quantitative high‐throughput BI‐RADS features extracted from ultrasound images of breast cancer

Medical physics (Lancaster), 2017-07, Vol.44 (7), p.3676-3685

2017

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Identification of key pathways and genes in the progression of silicosis based on WGCNA

Inhalation toxicology, 2022-10, Vol.34 (11-12), p.304-318

2022

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Combining a Fully Convolutional Network and an Active Contour Model for Automatic 2D Breast Tumor Segmentation from Ultrasound Images

Journal of medical imaging and health informatics, 2019-09, Vol.9 (7), p.1510-1515

2019

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M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, p.637-647

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Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images

Simulation and Synthesis in Medical Imaging, 2022, Vol.13570, p.1-11

2022

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Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, p.142-152

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LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation

Data Augmentation, Labelling, and Imperfections, 2024, p.73-83

2024

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T1/T2 Relaxation Temporal Modelling from Accelerated Acquisitions Using a Latent Transformer

Statistical Atlases and Computational Models of the Heart. Regular and CMRxRecon Challenge Papers, p.293-302

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Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data

Statistical Atlases and Computational Models of the Heart. Regular and CMRxMotion Challenge Papers, p.3-12

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Robust Segmentation via Topology Violation Detection and Feature Synthesis

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, p.67-77

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Fully Automated Left Atrium Cavity Segmentation from 3D GE-MRI by Multi-atlas Selection and Registration

Statistical Atlases and Computational Models of the Heart. Atrial Segmentation and LV Quantification Challenges, p.230-236

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Breast Calcifications Detection Based on Radiofrequency Signals by Quantitative Ultrasound Multi-parameter Fusion

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Vol.2019, p.6196-6199

2019

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A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts

Medical Image Computing and Computer Assisted Intervention – MICCAI 2024, p.379-389

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Radiomics Analysis on Ultrasound for Prediction of Biologic Behavior in Breast Invasive Ductal Carcinoma

Breast Tumor Classification Based on a Computerized Breast Imaging Reporting and Data System Feature System

Breast DCE-MRI radiomics: a robust computer-aided system based on reproducible BI-RADS features across the influence of datasets bias and segmentation methods

Chronic Lead Exposure in Adult Mice: Associations with miR-671/CDR1as Regulation, NF-κB Signaling, and Alzheimer's Disease-like Pathology

WDTISeg: One-Stage Interactive Segmentation for Breast Ultrasound Image Using Weighted Distance Transform and Shape-Aware Compound Loss

GMRLNet: A graph-based manifold regularization learning framework for placental insufficiency diagnosis on incomplete multimodal ultrasound data

TN‐USMA Net: Triple normalization‐based gastrointestinal stromal tumors classification on multicenter EUS images with ultrasound‐specific pretraining and meta attention

Three-dimensional breast tumor segmentation on DCE-MRI with a multilabel attention-guided joint-phase-learning network

Temporally coherent cardiac motion tracking from cine MRI: Traditional registration method and modern CNN method

Investigating the relationship of co-exposure to multiple metals with chronic kidney disease: An integrated perspective from epidemiology and adverse outcome pathways

CHeart: A Conditional Spatio-Temporal Generative Model for Cardiac Anatomy

Breast Tumor Classification Based on MRI-US Images by Disentangling Modality Features

Reproducibility of quantitative high‐throughput BI‐RADS features extracted from ultrasound images of breast cancer

Identification of key pathways and genes in the progression of silicosis based on WGCNA

Combining a Fully Convolutional Network and an Active Contour Model for Automatic 2D Breast Tumor Segmentation from Ultrasound Images

M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization

Subject-Specific Lesion Generation and Pseudo-Healthy Synthesis for Multiple Sclerosis Brain Images

Feature-Conditioned Cascaded Video Diffusion Models for Precise Echocardiogram Synthesis

LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation

T1/T2 Relaxation Temporal Modelling from Accelerated Acquisitions Using a Latent Transformer

Generative Modelling of the Ageing Heart with Cross-Sectional Imaging and Clinical Data

Robust Segmentation via Topology Violation Detection and Feature Synthesis

Fully Automated Left Atrium Cavity Segmentation from 3D GE-MRI by Multi-atlas Selection and Registration

Breast Calcifications Detection Based on Radiofrequency Signals by Quantitative Ultrasound Multi-parameter Fusion

A Foundation Model for Brain Lesion Segmentation with Mixture of Modality Experts

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