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MDA-Unet: A Multi-Scale Dilated Attention U-Net for Medical Image Segmentation

Applied sciences, 2022-04, Vol.12 (7), p.3676

2022

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Weakly supervised pre-training for brain tumor segmentation using principal axis measurements of tumor burden

Frontiers in computer science (Lausanne), 2024-06, Vol.6

2024

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Areas of normal pulmonary parenchyma on HRCT exhibit increased FDG PET signal in IPF patients

European journal of nuclear medicine and molecular imaging, 2014-02, Vol.41 (2), p.337-342

2014

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The importance of correction for tissue fraction effects in lung PET: preliminary findings

European journal of nuclear medicine and molecular imaging, 2011-12, Vol.38 (12), p.2238-2246

2011

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Grading of soft tissues sarcomas using radiomics models: Choice of imaging methods and comparison with conventional visual analysis

Research in Diagnostic and Interventional Imaging (Online), 2022-06, Vol.2, p.100009, Article 100009

2022

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A novel method for incorporating respiratory-matched attenuation correction in the motion correction of cardiac PET–CT studies

Physics in medicine & biology, 2011-05, Vol.56 (10), p.2903-2915

2011

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Supervised learning based multimodal MRI brain tumour segmentation using texture features from supervoxels

Computer methods and programs in biomedicine, 2018-04, Vol.157, p.69-84

2018

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Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI

International journal for computer assisted radiology and surgery, 2017-02, Vol.12 (2), p.183-203

2017

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Medical Image Understanding and Analysis: 27th Annual Conference, MIUA 2023, Aberdeen, UK, July 19-21, 2023, Proceedings

1, 2023

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18F-Fluorodeoxyglucose positron emission tomography pulmonary imaging in idiopathic pulmonary fibrosis is reproducible: implications for future clinical trials

European journal of nuclear medicine and molecular imaging, 2012-03, Vol.39 (3), p.521-528

2012

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A supervised texton based approach for automatic segmentation and measurement of the fetal head and femur in 2D ultrasound images

Physics in medicine & biology, 2016-02, Vol.61 (3), p.1095-1115

2016

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DCE-MRI Perfusion and Permeability Parameters as predictors of tumor response to CCRT in Patients with locally advanced NSCLC

Scientific reports, 2016-10, Vol.6 (1), p.35569-35569, Article 35569

2016

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BliMSR: Blind Degradation Modelling for Generating High-Resolution Medical Images

MEDICAL IMAGE UNDERSTANDING AND ANALYSIS, MIUA 2023, 2024, p.64-78

2024

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Medical Image Understanding and Analysis: 27th Annual Conference, MIUA 2023, Aberdeen, UK, July 19–21, 2023, Proceedings

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Reproducibility of Dynamic Contrast-Enhanced MRI in Renal Cell Carcinoma: A Prospective Analysis on Intra- and Interobserver and Scan-Rescan Performance of Pharmacokinetic Parameters

Medicine (Baltimore), 2015-09, Vol.94 (37), p.e1529

2015

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Automatic image quality assessment and measurement of fetal head in two-dimensional ultrasound image

Journal of medical imaging (Bellingham, Wash.), 2017-04, Vol.4 (2), p.024001-024001

2017

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MRI Brain Tumor Segmentation and Patient Survival Prediction Using Random Forests and Fully Convolutional Networks

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.204-215

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A New Similarity Metric for Deformable Registration of MALDI–MS and MRI Images

Medical Image Understanding and Analysis, 2023, Vol.14122, p.171-181

2023

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ToFi-ML: Retinal Image Screening with Topological Machine Learning

Medical Image Understanding and Analysis, p.281-297

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Super Images - A New 2D Perspective on 3D Medical Imaging Analysis

Medical Image Understanding and Analysis, p.325-337

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Cross-Modality Deep Transfer Learning: Application to Liver Segmentation in CT and MRI

Medical Image Understanding and Analysis, p.96-110

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A Novel Approach to Breast Cancer Segmentation Using U-Net Model with Attention Mechanisms and FedProx

Medical Image Understanding and Analysis, p.310-324

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Efficient Semantic Segmentation of Nuclei in Histopathology Images Using Segformer

Medical Image Understanding and Analysis, p.81-95

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Deep Facial Phenotyping with Mixup Augmentation

Medical Image Understanding and Analysis, p.133-144

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A Deep Learning Based Approach to Semantic Segmentation of Lung Tumour Areas in Gross Pathology Images

Medical Image Understanding and Analysis, p.18-32

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MDA-Unet: A Multi-Scale Dilated Attention U-Net for Medical Image Segmentation

Weakly supervised pre-training for brain tumor segmentation using principal axis measurements of tumor burden

Areas of normal pulmonary parenchyma on HRCT exhibit increased FDG PET signal in IPF patients

The importance of correction for tissue fraction effects in lung PET: preliminary findings

Grading of soft tissues sarcomas using radiomics models: Choice of imaging methods and comparison with conventional visual analysis

A novel method for incorporating respiratory-matched attenuation correction in the motion correction of cardiac PET–CT studies

Supervised learning based multimodal MRI brain tumour segmentation using texture features from supervoxels

Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI

Medical Image Understanding and Analysis: 27th Annual Conference, MIUA 2023, Aberdeen, UK, July 19-21, 2023, Proceedings

18F-Fluorodeoxyglucose positron emission tomography pulmonary imaging in idiopathic pulmonary fibrosis is reproducible: implications for future clinical trials

A supervised texton based approach for automatic segmentation and measurement of the fetal head and femur in 2D ultrasound images

DCE-MRI Perfusion and Permeability Parameters as predictors of tumor response to CCRT in Patients with locally advanced NSCLC

BliMSR: Blind Degradation Modelling for Generating High-Resolution Medical Images

Medical Image Understanding and Analysis: 27th Annual Conference, MIUA 2023, Aberdeen, UK, July 19–21, 2023, Proceedings

Reproducibility of Dynamic Contrast-Enhanced MRI in Renal Cell Carcinoma: A Prospective Analysis on Intra- and Interobserver and Scan-Rescan Performance of Pharmacokinetic Parameters

Automatic image quality assessment and measurement of fetal head in two-dimensional ultrasound image

MRI Brain Tumor Segmentation and Patient Survival Prediction Using Random Forests and Fully Convolutional Networks

A New Similarity Metric for Deformable Registration of MALDI–MS and MRI Images

ToFi-ML: Retinal Image Screening with Topological Machine Learning

Super Images - A New 2D Perspective on 3D Medical Imaging Analysis

Cross-Modality Deep Transfer Learning: Application to Liver Segmentation in CT and MRI

A Novel Approach to Breast Cancer Segmentation Using U-Net Model with Attention Mechanisms and FedProx

Efficient Semantic Segmentation of Nuclei in Histopathology Images Using Segformer

Deep Facial Phenotyping with Mixup Augmentation

A Deep Learning Based Approach to Semantic Segmentation of Lung Tumour Areas in Gross Pathology Images

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