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Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency

IEEE transactions on medical imaging, 2023-05, Vol.42 (5), p.1401-1412

2023

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A Federated Learning System for Histopathology Image Analysis with an Orchestral Stain-Normalization GAN

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

2023

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IEEE_Xplore

Deep learning for segmentation in radiation therapy planning: a review

Journal of medical imaging and radiation oncology, 2021-08, Vol.65 (5), p.578-595

2021

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TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, p.1-5

2023

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IEEE_Xplore

Tgnet: A Task-Guided Network Architecture for Multi-Organ and Tumour Segmentation from Partially Labelled Datasets

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

2022

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IEEE_Xplore

Automated Brain Tumour Segmentation Using Cascaded 3D Densely-Connected U-Net

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.481-491

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Automated post-operative brain tumour segmentation: A deep learning model based on transfer learning from pre-operative images

Magnetic resonance imaging, 2022-02, Vol.86, p.28-36

2022

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Deep fusion pipeline for mild cognitive impairment diagnosis

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018), 2018, p.1394-1997

2018

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IEEE_Xplore

Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, p.409-419

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Membranous Urethral Reconstruction and Segmentation in Multiplanar T2W MRI Images

2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023, p.1-4

2023

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IEEE_Xplore

Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-4

2022

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IEEE_Xplore

Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images

Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, p.592-601

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Automated segmentation of normal and diseased coronary arteries – The ASOCA challenge

Computerized medical imaging and graphics, 2022-04, Vol.97, p.102049-102049, Article 102049

2022

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Multi-Label Classification Based On Subcellular Region-Guided Feature Description For Protein Localisation

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021, p.1929-1933

2021

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IEEE_Xplore

Learning Left Main Bifurcation Shape Features with an Autoencoder

2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 2022, p.1-4

2022

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IEEE_Xplore

Deep Learning for Time Averaged Wall Shear Stress Prediction in Left Main Coronary Bifurcations

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020, p.1-4

2020

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IEEE_Xplore

A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 2020, p.726-730

2020

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IEEE_Xplore

Automatic 3D modelling of human diaphragm from lung MDCT images

International journal for computer assisted radiology and surgery, 2016-05, Vol.11 (5), p.767-776

2016

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Deep Learning for Volumetric Segmentation in Spatio-Temporal Data: Application to Segmentation of Prostate in DCE-MRI

2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), 2019, p.61-65

2019

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IEEE_Xplore

Prostate Segmentation Using Multiparametric and Multiplanar Magnetic Resonance Images

Machine Learning in Medical Imaging, 2023, Vol.14348, p.217-226

2023

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Automatic patient-customised 3D reconstruction of human costal cartilage from lung MDCT dataset

International journal for computer assisted radiology and surgery, 2015-04, Vol.10 (4), p.465-472

2015

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Detection of Basal Cell Carcinoma in Whole Slide Images

Medical Image Computing and Computer Assisted Intervention – MICCAI 2023, p.263-272

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Semi-quantitative analysis of prostate perfusion MRI by clustering of pre and post contrast enhancement phases

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, p.943-947

2016

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IEEE_Xplore

A Machine Learning Framework for Fully Automatic 3D Fetal Cardiac Ultrasound Evaluation

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

2022

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IEEE_Xplore

Robust Automated Tumour Segmentation Network Using 3D Direction-Wise Convolution and Transformer

Journal of Imaging Informatics in Medicine, 2024-05

2024

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Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency

A Federated Learning System for Histopathology Image Analysis with an Orchestral Stain-Normalization GAN

Deep learning for segmentation in radiation therapy planning: a review

TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution

Tgnet: A Task-Guided Network Architecture for Multi-Organ and Tumour Segmentation from Partially Labelled Datasets

Automated Brain Tumour Segmentation Using Cascaded 3D Densely-Connected U-Net

Automated post-operative brain tumour segmentation: A deep learning model based on transfer learning from pre-operative images

Deep fusion pipeline for mild cognitive impairment diagnosis

Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning

Membranous Urethral Reconstruction and Segmentation in Multiplanar T2W MRI Images

Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup

Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images

Automated segmentation of normal and diseased coronary arteries – The ASOCA challenge

Multi-Label Classification Based On Subcellular Region-Guided Feature Description For Protein Localisation

Learning Left Main Bifurcation Shape Features with an Autoencoder

Deep Learning for Time Averaged Wall Shear Stress Prediction in Left Main Coronary Bifurcations

A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network

Automatic 3D modelling of human diaphragm from lung MDCT images

Deep Learning for Volumetric Segmentation in Spatio-Temporal Data: Application to Segmentation of Prostate in DCE-MRI

Prostate Segmentation Using Multiparametric and Multiplanar Magnetic Resonance Images

Automatic patient-customised 3D reconstruction of human costal cartilage from lung MDCT dataset

Detection of Basal Cell Carcinoma in Whole Slide Images

Semi-quantitative analysis of prostate perfusion MRI by clustering of pre and post contrast enhancement phases

A Machine Learning Framework for Fully Automatic 3D Fetal Cardiac Ultrasound Evaluation

Robust Automated Tumour Segmentation Network Using 3D Direction-Wise Convolution and Transformer

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