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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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Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks

IEEE journal of biomedical and health informatics, 2018-07, Vol.22 (4), p.1218-1226

2018

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Thermal Facial Analysis for Deception Detection

IEEE transactions on information forensics and security, 2014-06, Vol.9 (6), p.1015-1023

2014

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A review on brain structures segmentation in magnetic resonance imaging

Artificial intelligence in medicine, 2016-10, Vol.73, p.45-69

2016

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Classification of micro-calcification in mammograms using scalable linear Fisher discriminant analysis

Medical & biological engineering & computing, 2018-08, Vol.56 (8), p.1475-1485

2018

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Comparative Study on Local Binary Patterns for Mammographic Density and Risk Scoring

Journal of imaging, 2019-02, Vol.5 (2), p.24

2019

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Feature learning based on connectivity estimation for unbiased mammography mass classification

Computer vision and image understanding, 2024-01, Vol.238, p.103884, Article 103884

2024

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Mammographic mass classification using filter response patches

IET computer vision, 2018-12, Vol.12 (8), p.1060-1066

2018

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A systematic review of the prediction of hospital length of stay: Towards a unified framework

PLOS digital health, 2022-04, Vol.1 (4), p.e0000017-e0000017

2022

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Tree-based modelling for the classification of mammographic benign and malignant micro-calcification clusters

Multimedia tools and applications, 2018-03, Vol.77 (5), p.6135-6148

2018

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Investigating the Performance of Generative Adversarial Networks for Prostate Tissue Detection and Segmentation

Journal of imaging, 2020-08, Vol.6 (9), p.83

2020

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DeepPod: a convolutional neural network based quantification of fruit number in Arabidopsis

Gigascience, 2020-03, Vol.9 (3)

2020

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Machine learning methods on exhaled volatile organic compounds for distinguishing COPD patients from healthy controls

Journal of breath research, 2012-09, Vol.6 (3), p.036003-036003

2012

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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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Classification of Microcalcification Clusters in Digital Mammograms Using a Stack Generalization Based Classifier

Journal of imaging, 2019-09, Vol.5 (9), p.76

2019

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Medical Image Understanding and Analysis: 22nd Conference, MIUA 2018, Southampton, UK, July 9-11, 2018, Proceedings

1st ed. 2018., 2018

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International Conference on Engineering and Technology for Sustainable Development 2015

IOP conference series. Materials Science and Engineering, 2016-01, Vol.105 (1), p.11001

2016

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Linear structures in mammographic images: detection and classification

IEEE transactions on medical imaging, 2004-09, Vol.23 (9), p.1077-1086

2004

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A Review on Automatic Mammographic Density and Parenchymal Segmentation

International Journal of Breast Cancer, 2015-01, Vol.2015, p.276217-31

2015

Volltextzugriff (PDF)

Biomedical Engineering Systems and Technologies: 11th International Joint Conference, BIOSTEC 2018, Funchal, Madeira, Portugal, January 19-21, 2018, Revised Selected Papers

1st ed. 2019., 2019

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Breast ultrasound region of interest detection and lesion localisation

Artificial intelligence in medicine, 2020-07, Vol.107, p.101880-101880, Article 101880

2020

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Contact-Free Pulse Signal Extraction from Human Face Videos: A Review and New Optimized Filtering Approach

Advances in experimental medicine and biology, 2021-01, Vol.1317, p.181-202

2021

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Multiscale connected chain topological modelling for microcalcification classification

Computers in biology and medicine, 2019-11, Vol.114, p.103422-103422, Article 103422

2019

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Non-contact respiratory rate monitoring using thermal and visible imaging: a pilot study on neonates

Journal of clinical monitoring and computing, 2023-06, Vol.37 (3), p.815-828

2023

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

Automated Breast Ultrasound Lesions Detection Using Convolutional Neural Networks

Thermal Facial Analysis for Deception Detection

A review on brain structures segmentation in magnetic resonance imaging

Classification of micro-calcification in mammograms using scalable linear Fisher discriminant analysis

Comparative Study on Local Binary Patterns for Mammographic Density and Risk Scoring

Feature learning based on connectivity estimation for unbiased mammography mass classification

Mammographic mass classification using filter response patches

A systematic review of the prediction of hospital length of stay: Towards a unified framework

Tree-based modelling for the classification of mammographic benign and malignant micro-calcification clusters

Investigating the Performance of Generative Adversarial Networks for Prostate Tissue Detection and Segmentation

DeepPod: a convolutional neural network based quantification of fruit number in Arabidopsis

Machine learning methods on exhaled volatile organic compounds for distinguishing COPD patients from healthy controls

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

Classification of Microcalcification Clusters in Digital Mammograms Using a Stack Generalization Based Classifier

Medical Image Understanding and Analysis: 22nd Conference, MIUA 2018, Southampton, UK, July 9-11, 2018, Proceedings

International Conference on Engineering and Technology for Sustainable Development 2015

Linear structures in mammographic images: detection and classification

A Review on Automatic Mammographic Density and Parenchymal Segmentation

Biomedical Engineering Systems and Technologies: 11th International Joint Conference, BIOSTEC 2018, Funchal, Madeira, Portugal, January 19-21, 2018, Revised Selected Papers

Breast ultrasound region of interest detection and lesion localisation

Contact-Free Pulse Signal Extraction from Human Face Videos: A Review and New Optimized Filtering Approach

Multiscale connected chain topological modelling for microcalcification classification

Non-contact respiratory rate monitoring using thermal and visible imaging: a pilot study on neonates

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

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