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Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework

Scientific reports, 2017-05, Vol.7 (1), p.1648-13, Article 1648

2017

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A deep learning approach for the analysis of masses in mammograms with minimal user intervention

Medical image analysis, 2017-04, Vol.37, p.114-128

2017

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Automated Analysis of Unregistered Multi-View Mammograms With Deep Learning

IEEE transactions on medical imaging, 2017-11, Vol.36 (11), p.2355-2365

2017

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The use of the area under the ROC curve in the evaluation of machine learning algorithms

Pattern recognition, 1997, Vol.30 (7), p.1145-1159

Bradley, Andrew P.

1997

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Stimulus specificity of a steady-state visual-evoked potential-based brain-computer interface

Journal of neural engineering, 2012-06, Vol.9 (3), p.036008-036008

2012

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An Improved Joint Optimization of Multiple Level Set Functions for the Segmentation of Overlapping Cervical Cells

IEEE transactions on image processing, 2015-04, Vol.24 (4), p.1261-1272

2015

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Automated Segmentation of Skin Strata in Reflectance Confocal Microscopy Depth Stacks

PloS one, 2016-04, Vol.11 (4), p.e0153208-e0153208

2016

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Identifying relevant biomarkers of brain injury from structural MRI: Validation using automated approaches in children with unilateral cerebral palsy

PloS one, 2017-08, Vol.12 (8), p.e0181605-e0181605

2017

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Rule Extraction from Support Vector Machines: A Sequential Covering Approach

IEEE transactions on knowledge and data engineering, 2007-06, Vol.19 (6), p.729-741

2007

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Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI

Medical image analysis, 2019-12, Vol.58, p.101562-101562, Article 101562

2019

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The Automated Learning of Deep Features for Breast Mass Classification from Mammograms

Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016, Vol.9901, p.106-114

2016

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Automated, quantitative measures of grey and white matter lesion burden correlates with motor and cognitive function in children with unilateral cerebral palsy

NeuroImage clinical, 2016-01, Vol.11 (C), p.751-759

2016

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Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells

IEEE journal of biomedical and health informatics, 2017-03, Vol.21 (2), p.441-450

2017

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Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods

Medical image analysis, 2022-11, Vol.82, p.102576-102576, Article 102576

2022

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Far-Infrared Spectroscopy of Protein Higher-Order Structures

Applied spectroscopy, 2010-11, Vol.64 (11), p.1259-1264

2010

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Spectral and synchrony differences in auditory brainstem responses evoked by chirps of varying durations

The Journal of the Acoustical Society of America, 2010-10, Vol.128 (4), p.1896-1907

2010

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Automated Nucleus and Cytoplasm Segmentation of Overlapping Cervical Cells

Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013, 2013, Vol.16 (Pt 1), p.452-460

2013

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Deep structured learning for mass segmentation from mammograms

2015 IEEE International Conference on Image Processing (ICIP), 2015, p.2950-2954

2015

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Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study

The Lancet. Digital health, 2022-05, Vol.4 (5), p.e351-e358

2022

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A method for quantitative analysis of clump thickness in cervical cytology slides

Micron (Oxford, England : 1993), 2016-01, Vol.80, p.73-82

2016

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Alterations in regional shape on ipsilateral and contralateral cortex contrast in children with unilateral cerebral palsy and are predictive of multiple outcomes

Human brain mapping, 2016-10, Vol.37 (10), p.3588-3603

2016

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Closed‐form equation to estimate the dielectric properties of biological tissues as a function of age

Bioelectromagnetics, 2017-09, Vol.38 (6), p.474-481

2017

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Towards data‐driven quantification of skin ageing using reflectance confocal microscopy

International journal of cosmetic science, 2021-08, Vol.43 (4), p.466-473

2021

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Automated Mass Detection in Mammograms Using Cascaded Deep Learning and Random Forests

2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 2015, p.1-8

2015

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Precision Radiology: Predicting longevity using feature engineering and deep learning methods in a radiomics framework

Why rankings of biomedical image analysis competitions should be interpreted with care

A deep learning approach for the analysis of masses in mammograms with minimal user intervention

Automated Analysis of Unregistered Multi-View Mammograms With Deep Learning

The use of the area under the ROC curve in the evaluation of machine learning algorithms

Stimulus specificity of a steady-state visual-evoked potential-based brain-computer interface

An Improved Joint Optimization of Multiple Level Set Functions for the Segmentation of Overlapping Cervical Cells

Automated Segmentation of Skin Strata in Reflectance Confocal Microscopy Depth Stacks

Identifying relevant biomarkers of brain injury from structural MRI: Validation using automated approaches in children with unilateral cerebral palsy

Rule Extraction from Support Vector Machines: A Sequential Covering Approach

Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRI

The Automated Learning of Deep Features for Breast Mass Classification from Mammograms

Automated, quantitative measures of grey and white matter lesion burden correlates with motor and cognitive function in children with unilateral cerebral palsy

Evaluation of Three Algorithms for the Segmentation of Overlapping Cervical Cells

Quantifiable brain atrophy synthesis for benchmarking of cortical thickness estimation methods

Far-Infrared Spectroscopy of Protein Higher-Order Structures

Spectral and synchrony differences in auditory brainstem responses evoked by chirps of varying durations

Automated Nucleus and Cytoplasm Segmentation of Overlapping Cervical Cells

Deep structured learning for mass segmentation from mammograms

Validation and algorithmic audit of a deep learning system for the detection of proximal femoral fractures in patients in the emergency department: a diagnostic accuracy study

A method for quantitative analysis of clump thickness in cervical cytology slides

Alterations in regional shape on ipsilateral and contralateral cortex contrast in children with unilateral cerebral palsy and are predictive of multiple outcomes

Closed‐form equation to estimate the dielectric properties of biological tissues as a function of age

Towards data‐driven quantification of skin ageing using reflectance confocal microscopy

Automated Mass Detection in Mammograms Using Cascaded Deep Learning and Random Forests

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