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Michael Berks
ORCID
Publication Activity (10 Years)
Years Active: 2006-2021
Publications (10 Years): 3
Top Topics
Mammographic Images
Risk Assessment
Convolutional Neural Network
Flow Estimation
Top Venues
MICCAI (3)
MICCAI (1)
IWBI
EMBC
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Publications
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Michael Berks
,
Geoff J. M. Parker
,
Ross Little
,
Sue Cheung
Madym: A C++ toolkit for quantitative DCE-MRI analysis.
J. Open Source Softw.
6 (66) (2021)
Georgia V. Ionescu
,
Martin Fergie
,
Michael Berks
,
Elaine F. Harkness
,
Johan Hulleman
,
Adam R. Brentnall
,
Jack Cuzick
,
D. Gareth Evans
,
Susan M. Astley
Using a convolutional neural network to predict readers' estimates of mammographic density for breast cancer risk assessment.
IWBI
(2018)
Michael Berks
,
Graham Dinsdale
,
Andrea Murray
,
Tonia Moore
,
Ariane L. Herrick
,
Christopher J. Taylor
Improved Diagnosis of Systemic Sclerosis Using Nailfold Capillary Flow.
MICCAI (3)
(2016)
Michael Berks
,
Philip A. Tresadern
,
Graham Dinsdale
,
Andrea Murray
,
Tonia Moore
,
Ariane L. Herrick
,
Christopher J. Taylor
An Automated System for Detecting and Measuring Nailfold Capillaries.
MICCAI (1)
(2014)
Philip A. Tresadern
,
Michael Berks
,
A. K. Murray
,
Graham Dinsdale
,
Christopher J. Taylor
,
Ariane L. Herrick
Simulating nailfold capillaroscopy sequences to evaluate algorithms for blood flow estimation.
EMBC
(2013)
Jamie C. Sergeant
,
Jane Warwick
,
D. Gareth Evans
,
Anthony Howell
,
Michael Berks
,
Paula Stavrinos
,
Sarah Sahin
,
Mary Wilson
,
Alan Hufton
,
Iain E. Buchan
,
Susan M. Astley
Volumetric and Area-Based Breast Density Measurement in the Predicting Risk of Cancer at Screening (PROCAS) Study.
Digital Mammography / IWDM
(2012)
Reyhaneh Sadeghzadeh
,
Michael Berks
,
Susan M. Astley
,
Christopher J. Taylor
Evaluation of blood vessel detection methods.
Medical Imaging: Image Processing
(2011)
Michael Berks
,
Zezhi Chen
,
Susan M. Astley
,
Christopher J. Taylor
Detecting and Classifying Linear Structures in Mammograms Using Random Forests.
IPMI
(2011)
Rosanne Verow
,
Michael Berks
,
Jennifer Diffey
,
Camilla Chung
,
Joanna Morrison
,
Mary Wilson
,
Caroline R. M. Boggis
,
Nicky B. Barr
,
Julie Morris
,
Alan Hufton
,
Susan M. Astley
Inter and Intra Observer Variability in a Semi-automatic Method for Measuring Volumetric Breast Density.
Digital Mammography / IWDM
(2010)
Anisha Sukha
,
Michael Berks
,
Julie Morris
,
Caroline R. M. Boggis
,
Mary Wilson
,
Nicky B. Barr
,
Susan M. Astley
Visual Assessment of Density in Digital Mammograms.
Digital Mammography / IWDM
(2010)
Michael Berks
,
Christopher J. Taylor
,
Rumana Rahim
,
Caroline R. M. Boggis
,
Susan M. Astley
Modelling Structural Deformations in Mammographic Tissue Using the Dual-Tree Complex Wavelet.
Digital Mammography / IWDM
(2010)
Michael Berks
,
Christopher J. Taylor
,
Rumana Rahim
,
David Barbosa da Silva
,
Caroline R. M. Boggis
,
Susan M. Astley
Synthesising Malignant Breast Masses in Normal Mammograms.
Digital Mammography / IWDM
(2010)
Jennifer Diffey
,
Joanna Morrison
,
Michael Berks
,
Joanne Greene
,
Julie Morris
,
Anthony Maxwell
,
Caroline R. M. Boggis
,
Alan Hufton
,
Susan M. Astley
Volumetric Breast Density and Breast Cancer Risk Factors in a Screening Population.
Digital Mammography / IWDM
(2010)
Camilla Jeffries-Chung
,
Jennifer Diffey
,
Michael Berks
,
Joanna Morrison
,
Rosanne Verow
,
Julie Morris
,
Mary Wilson
,
Caroline R. M. Boggis
,
Nicky B. Barr
,
Anthony Maxwell
,
Alan Hufton
,
Susan M. Astley
Automated Assessment of Area of Dense Tissue in the Breast: A Comparison with Human Estimation.
Digital Mammography / IWDM
(2010)
Zezhi Chen
,
Michael Berks
,
Susan M. Astley
,
Christopher J. Taylor
Classification of Linear Structures in Mammograms Using Random Forests.
Digital Mammography / IWDM
(2010)
Nicola Barr
,
Caroline R. M. Boggis
,
Nicky B. Barr
,
Mary Wilson
,
Julie Morris
,
Michael Berks
,
Susan M. Astley
Comparison of Microcalcification Detection Rates and Recall Rates in Digital and Analogue Mammography.
Digital Mammography / IWDM
(2010)
Michael Berks
,
Chris Rose
,
Caroline R. M. Boggis
,
Susan M. Astley
Synthesising Abnormal Structures in Mammograms Using Pyramid Decomposition.
Digital Mammography / IWDM
(2008)
Michael Berks
,
Steven Caulkin
,
Rumana Rahim
,
Caroline R. M. Boggis
,
Susan M. Astley
Statistical Appearance Models of Mammographic Masses.
Digital Mammography / IWDM
(2008)
Michael Berks
,
Jennifer Diffey
,
Alan Hufton
,
Susan M. Astley
Feasibility and Acceptability of Stepwedge-Based Density Measurement.
Digital Mammography / IWDM
(2006)