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Deep learning in mammography and breast histology, an overview and future trends

Medical image analysis, 2018-07, Vol.47, p.45-67

2018

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Breast Density Classification Using Local Quinary Patterns with Various Neighbourhood Topologies

Journal of imaging, 2018-01, Vol.4 (1), p.14

2018

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Single-Input Multi-Output U-Net for Automated 2D Foetal Brain Segmentation of MR Images

Journal of imaging, 2021-10, Vol.7 (10), p.200

2021

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A hierarchical pipeline for breast boundary segmentation and calcification detection in mammograms

Computers in biology and medicine, 2018-05, Vol.96, p.178-188

2018

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Computer-aided detection of prostate cancer in T2-weighted MRI within the peripheral zone

Physics in medicine & biology, 2016-07, Vol.61 (13), p.4796-4825

2016

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Fully automated breast boundary and pectoral muscle segmentation in mammograms

Artificial intelligence in medicine, 2017-06, Vol.79, p.28-41

2017

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Computer aided diagnosis of prostate cancer: A texton based approach

Medical physics (Lancaster), 2016-10, Vol.43 (10), p.5412-5425

2016

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Breast density classification in mammograms: An investigation of encoding techniques in binary-based local patterns

Computers in biology and medicine, 2020-07, Vol.122, p.103842-103842, Article 103842

2020

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Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

Medical image analysis, 2019-10, Vol.57, p.1-17

2019

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Segmentation of breast MR images using a generalised 2D mathematical model with inflation and deflation forces of active contours

Artificial intelligence in medicine, 2019-06, Vol.97, p.44-60

2019

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Computer-aided diagnosis: detection and localization of prostate cancer within the peripheral zone

International journal for numerical methods in biomedical engineering, 2016-05, Vol.32 (5), p.n/a

2016

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Breast Density Classification using Local Septenary Patterns: A Multi-resolution and Multi-topology Approach

2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS), 2019, p.646-651

2019

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Status and Recommendations of Technological and Data-Driven Innovations in Cancer Care: Focus Group Study

Journal of medical Internet research, 2020-12, Vol.22 (12), p.e22034-e22034

2020

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Confidence Analysis for Breast Mass Image Classification

2018 25th IEEE International Conference on Image Processing (ICIP), 2018, p.2072-2076

2018

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Breast Density Classification Using Local Ternary Patterns in Mammograms

Image Analysis and Recognition, p.463-470

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Breast Density Classification Using Multiresolution Local Quinary Patterns in Mammograms

Medical Image Understanding and Analysis, p.365-376

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A Quantitative Study of Texture Features across Different Window Sizes in Prostate T2-weighted MRI

Procedia computer science, 2016, Vol.90, p.74-79

2016

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Analytical Approaches for the Segmentation of the Zebrafish Brain Vasculature

Current protocols, 2022-05, Vol.2 (5), p.e443-n/a

2022

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Mammographic Ellipse Modelling Towards Birads Density Classification

Breast Imaging, p.423-430

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Prostate Cancer Detection Using Image-Based Features in Dynamic Contrast Enhanced MRI

Medical Image Understanding and Analysis, p.43-55

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Automated 2D Fetal Brain Segmentation of MR Images Using a Deep U-Net

Pattern Recognition, p.373-386

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Fetal Brain Segmentation Using Convolutional Neural Networks with Fusion Strategies

Advances in Visual Computing, p.113-124

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Breast Mass Classification in Mammograms using Ensemble Convolutional Neural Networks

2018 IEEE 20th International Conference on e-Health Networking, Applications and Services (Healthcom), 2018, p.1-6

2018

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A Quantitative Study of Local Ternary Patterns for Risk Assessment in Mammography

Innovation in Medicine and Healthcare 2017, p.283-286

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Advanced Image Processing Algorithms for Breast Cancer Decision Support and Information Management System

Innovation in Medicine and Healthcare Systems, and Multimedia, p.147-156

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Deep learning in mammography and breast histology, an overview and future trends

Breast Density Classification Using Local Quinary Patterns with Various Neighbourhood Topologies

Single-Input Multi-Output U-Net for Automated 2D Foetal Brain Segmentation of MR Images

A hierarchical pipeline for breast boundary segmentation and calcification detection in mammograms

Computer-aided detection of prostate cancer in T2-weighted MRI within the peripheral zone

Fully automated breast boundary and pectoral muscle segmentation in mammograms

Computer aided diagnosis of prostate cancer: A texton based approach

Breast density classification in mammograms: An investigation of encoding techniques in binary-based local patterns

Breast pectoral muscle segmentation in mammograms using a modified holistically-nested edge detection network

Segmentation of breast MR images using a generalised 2D mathematical model with inflation and deflation forces of active contours

Computer-aided diagnosis: detection and localization of prostate cancer within the peripheral zone

Breast Density Classification using Local Septenary Patterns: A Multi-resolution and Multi-topology Approach

Status and Recommendations of Technological and Data-Driven Innovations in Cancer Care: Focus Group Study

Confidence Analysis for Breast Mass Image Classification

Breast Density Classification Using Local Ternary Patterns in Mammograms

Breast Density Classification Using Multiresolution Local Quinary Patterns in Mammograms

A Quantitative Study of Texture Features across Different Window Sizes in Prostate T2-weighted MRI

Analytical Approaches for the Segmentation of the Zebrafish Brain Vasculature

Mammographic Ellipse Modelling Towards Birads Density Classification

Prostate Cancer Detection Using Image-Based Features in Dynamic Contrast Enhanced MRI

Automated 2D Fetal Brain Segmentation of MR Images Using a Deep U-Net

Fetal Brain Segmentation Using Convolutional Neural Networks with Fusion Strategies

Breast Mass Classification in Mammograms using Ensemble Convolutional Neural Networks

A Quantitative Study of Local Ternary Patterns for Risk Assessment in Mammography

Advanced Image Processing Algorithms for Breast Cancer Decision Support and Information Management System

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