Susan M. Astley

Publication Activity (10 Years)

Years Active: 1990-2023
Publications (10 Years): 14

Top Topics

Computer Aided Detection

Density Distribution

Top Venues

Digital Mammography / IWDM

Medical Imaging: Computer-Aided Diagnosis

Medical Imaging: Image Perception, Observer Performance, and Technology Assessment

Publications

Stepan Romanov, Sacha Howell, Elaine Harkness, Megan Bydder, D. Gareth Evans, Steven Squires, Martin Fergie, Susan M. Astley
Artificial intelligence for image-based breast cancer risk prediction using attention. Medical Imaging: Computer-Aided Diagnosis (2023)
Steven Squires, Elaine F. Harkness, D. Gareth Evans, Susan M. Astley
The effect of variable labels on deep learning models trained to predict breast density. CoRR (2022)
Areej S. Aloufi, Abdulrahman AlNaeem, Abeer Almousa, Mehreen Malik, Amani Hashem, Fatina Altahan, Mahmoud Elsharkawi, Manal ElMahdy, Reham Altokhais, Sara Alsultan, Rasha Sahloul, Khaled Alzimami, Steven Squires, Elaine F. Harkness, Susan M. Astley
Breast density distribution among the Saudi screening population and correlation between radiologist visual assessment and two automated methods. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2022)
Areej S. Aloufi, Abdulrahman AlNaeem, Abeer Almousa, Khaled Alzimami, Abdulrahman Alfuraih, Bader Alshahrani, Mohammed Zayed, Taghrid AlMashouq, Saud Alnasser, Khera Aldossari, Mona Alomrani, Iman Alzahrani, Elaine F. Harkness, Susan M. Astley
Breast density in Saudi Arabia: intra and inter reader variability in screening mammograms assessed visually using BI-RADS and visual analogue scales. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2020)
Ethan Du-Crow, Lucy M. Warren, Susan M. Astley, Johan Hulleman
Is there a safety-net effect with computer-aided detection (CAD)? Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2019)
Millicent Rayner, Elaine F. Harkness, Philip Foden, Mary Wilson, Soujanya Gadde, Ursula M. Beetles, Yit Yoong Lim, Anil Jain, Sally Bundred, Nicky B. Barr, D. Gareth Evans, Anthony Howell, Anthony Maxwell, Susan M. Astley
Reader performance in visual assessment of breast density using visual analogue scales: are some readers more predictive of breast cancer? Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
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)
Georgia V. Ionescu, Elaine F. Harkness, Johan Hulleman, Susan M. Astley
A citizen science approach to optimising computer aided detection (CAD) in mammography. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment (2018)
Kalyani P. Nair, Elaine F. Harkness, Soujanya Gadde, Yit Yoong Lim, Anthony J. Maxwell, Emmanouil Moschidis, Philip Foden, Jack Cuzick, Adam Brentnall, D. Gareth Evans, Anthony Howell, Susan M. Astley
The impact of using weight estimated from mammographic images vs. self-reported weight on breast cancer risk calculation. Medical Imaging: Computer-Aided Diagnosis (2017)
Joseph Ryan Wong Sik Hee, Elaine F. Harkness, Soujanya Gadde, Yit Yoong Lim, Anthony J. Maxwell, D. Gareth Evans, Anthony Howell, Susan M. Astley
Does the prediction of breast cancer improve using a combination of mammographic density measures compared to individual measures alone? Medical Imaging: Computer-Aided Diagnosis (2017)
Elaine F. Harkness, Fatik Bashir, Philip Foden, Megan Bydder, Soujanya Gadde, Mary Wilson, Anthony Maxwell, Emma Hurley, Anthony Howell, D. Gareth Evans, Susan M. Astley
Variations in Breast Density and Mammographic Risk Factors in Different Ethnic Groups. Digital Mammography / IWDM (2016)
Elaine F. Harkness, Jamie C. Sergeant, Mary Wilson, Ursula M. Beetles, Soujanya Gadde, Yit Yoong Lim, Anthony Howell, D. Gareth Evans, Susan M. Astley
Should We Adjust Visually Assessed Mammographic Density for Observer Variability? Digital Mammography / IWDM (2016)
Abigail Humphrey, Elaine F. Harkness, Emmanouil Moschidis, Emma Hurley, Philip Foden, Megan Bydder, Mary Wilson, Soujanya Gadde, Anthony Maxwell, Yit Yoong Lim, Ursula M. Beetles, Anthony Howell, D. Gareth Evans, Susan M. Astley
Mammographic Density Over Time in Women With and Without Breast Cancer. Digital Mammography / IWDM (2016)
Xin Chen, Emmanouil Moschidis, Christopher J. Taylor, Susan M. Astley
Improving Mammographic Density Estimation in the Breast Periphery. Digital Mammography / IWDM (2016)
Elaine F. Harkness, Yit Yoong Lim, M. W. Wilson, R. Haq, J. Zhou, C. Tate, Anthony J. Maxwell, Susan M. Astley, Fiona J. Gilbert
Initial experience with computer aided detection for microcalcification in digital breast tomosynthesis. Medical Imaging: Computer-Aided Diagnosis (2015)
Mayu Otsuka, Elaine F. Harkness, Xin Chen, Emmanouil Moschidis, Megan Bydder, Soujanya Gadde, Yit Yoong Lim, Anthony J. Maxwell, D. Gareth Evans, Anthony Howell, Paula Stavrinos, Mary Wilson, Susan M. Astley
Local mammographic density as a predictor of breast cancer. Medical Imaging: Computer-Aided Diagnosis (2015)
Stefanie T. L. Pöhlmann, Christopher J. Taylor, Yit Yoong Lim, Susan M. Astley
Appearance and Understanding of Digital Breast Tomosynthesis Images. MIUA (2015)
Padraig T. Looney, Lucy M. Warren, Susan M. Astley, Kenneth C. Young
Comparison of Calcification Cluster Detection by CAD and Human Observers at Different Image Quality Levels. Digital Mammography / IWDM (2014)
Xin Chen, Emmanouil Moschidis, Christopher J. Taylor, Susan M. Astley
Breast Cancer Risk Analysis Based on a Novel Segmentation Framework for Digital Mammograms. MICCAI (1) (2014)
Kathy Ren, Elaine Harkness, Caroline R. M. Boggis, Soujanya Gadde, Mary Wilson, Yit Yoong Lim, Jamie C. Sergeant, Sigrid Whiteside, Julie Morris, Susan M. Astley
Mammographic Density and Breast Cancer Characteristics. Digital Mammography / IWDM (2014)
Elizabeth O. Donovan, Jamie C. Sergeant, Elaine Harkness, Julie Morris, Mary Wilson, Yit Yoong Lim, Paula Stavrinos, Anthony Howell, D. Gareth Evans, Caroline R. M. Boggis, Susan M. Astley
Use of Volumetric Breast Density Measures for the Prediction of Weight and Body Mass Index. Digital Mammography / IWDM (2014)
Jennifer Khan-Perez, Elaine Harkness, Claire Mercer, Megan Bydder, Jamie C. Sergeant, Julie Morris, Anthony Maxwell, Catherine Rylance, Susan M. Astley
Volumetric Breast Density and Radiographic Parameters. Digital Mammography / IWDM (2014)
Ashley Seepujak, Tomas Adomavicius, Sergey Dolgobrodov, Emmanouil Moschidis, Xin Chen, Anthony Maxwell, Susan M. Astley, Alan M. Roseman
Detection of Spiculated Lesions in Digital Mammograms Using a Novel Image Analysis Technique. Digital Mammography / IWDM (2014)
Lucy Beattie, Elaine Harkness, Megan Bydder, Jamie C. Sergeant, Anthony Maxwell, Nicky B. Barr, Ursula M. Beetles, Caroline R. M. Boggis, Sara Bundred, Soujanya Gadde, Emma Hurley, Anil Jain, Elizabeth Lord, Valerie Reece, Mary Wilson, Paula Stavrinos, D. Gareth Evans, Tony Howell, Susan M. Astley
Factors Affecting Agreement between Breast Density Assessment Using Volumetric Methods and Visual Analogue Scales. Digital Mammography / IWDM (2014)
Emmanouil Moschidis, Xin Chen, Christopher J. Taylor, Susan M. Astley
Texture-Based Breast Cancer Prediction in Full-Field Digital Mammograms Using the Dual-Tree Complex Wavelet Transform and Random Forest Classification. Digital Mammography / IWDM (2014)
Xin Chen, Emmanouil Moschidis, Christopher J. Taylor, Susan M. Astley
A Novel Framework for Fat, Glandular Tissue, Pectoral Muscle and Nipple Segmentation in Full Field Digital Mammograms. Digital Mammography / IWDM (2014)
Louisa Samuels, Elaine Harkness, Susan M. Astley, Anthony Maxwell, Jamie C. Sergeant, Julie Morris, Mary Wilson, Paula Stavrinos, D. Gareth Evans, Tony Howell, Megan Bydder
The Relationship of Volumetric Breast Density to Socio-Economic Status in a Screening Population. Digital Mammography / IWDM (2014)
Thomas Fyall, Caroline R. M. Boggis, Jamie C. Sergeant, Elaine Harkness, Sigrid Whiteside, Julie Morris, Mary Wilson, Susan M. Astley
The Impact of Introducing Full Field Digital Mammography into a Screening Programme. Digital Mammography / IWDM (2014)
Stefanie T. L. Pöhlmann, Jeremy Hewes, Andrew I. Williamson, Jamie C. Sergeant, Alan Hufton, Ashu Gandhi, Christopher J. Taylor, Susan M. Astley
Breast Volume Measurement Using a Games Console Input Device. Digital Mammography / IWDM (2014)
Chew Ting, Susan M. Astley, Julie Morris, Paula Stavrinos, Mary Wilson, Nicky B. Barr, Caroline R. M. Boggis, Jamie C. Sergeant
Longitudinal Change in Mammographic Density and Association with Breast Cancer Risk: A Case-Control Study. Digital Mammography / IWDM (2012)
Charlotte Kerrison, Oliver Putt, Jamie C. Sergeant, Tina Dunn, Jennifer Diffey, Susan M. Astley, Alan Hufton
Breast Density Measurement in Full-Field Digital Mammography: System Calibration and Stability. Digital Mammography / IWDM (2012)
Sadaf Hashmi, Jamie C. Sergeant, Julie Morris, Sigrid Whiteside, Paula Stavrinos, D. Gareth Evans, Tony Howell, Mary Wilson, Nicky B. Barr, Caroline R. M. Boggis, Susan M. Astley
Ethnic Variation in Volumetric Breast Density. Digital Mammography / IWDM (2012)
Leila Nutine, Jamie C. Sergeant, Julie Morris, Paula Stavrinos, D. Gareth Evans, Tony Howell, Caroline R. M. Boggis, Mary Wilson, Nicky B. Barr, Susan M. Astley
Volumetric and Area-Based Measures of Mammographic Density in Women with and without Cancer. Digital Mammography / IWDM (2012)
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)
Stephanie Tiew, Susan M. Astley, Bernice Dillon, Julie Morris, Caroline R. M. Boggis
Prompting in Mammography: Reproducibility. Digital Mammography / IWDM (2008)
Susan M. Astley, Neil Prasad, Eve Allcock, Jennifer Diffey, Yit Yoong Lim, Caroline R. M. Boggis
Effect of Image Quality on Film Reading. Digital Mammography / IWDM (2008)
Jennifer Diffey, Alan Hufton, Susan M. Astley, Claire Mercer, Anthony Maxwell
Estimating Individual Cancer Risks in the UK National Breast Screening Programme: A Feasibility Study. 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)
Jennifer Diffey, Alan Hufton, Christine Beeston, Julia Smith, Tom Marchant, Susan M. Astley
Quantifying Breast Thickness for Density Measurement. Digital Mammography / IWDM (2008)
H. G. Patel, Susan M. Astley, Alan Hufton, M. Harvie, K. Hagan, Tom E. Marchant, V. Hillier, Anthony Howell, R. Warren, Caroline R. M. Boggis
Automated Breast Tissue Measurement of Women at Increased Risk of Breast Cancer. Digital Mammography / IWDM (2006)
Jennifer Diffey, Alan Hufton, Susan M. Astley
A New Step-Wedge for the Volumetric Measurement of Mammographic Density. Digital Mammography / IWDM (2006)
Olorunsola F. Agbaje, Susan M. Astley, Maureen G. C. Gillan, Caroline R. M. Boggis, Mary Wilson, Nicky B. Barr, Ursula M. Beetles, Miriam A. Griffiths, Anil Jain, Jill Johnson, Rita M. Roberts, Heather Deans, Karen Duncan, Geeta Iyengar, Pamela M. Griffiths, Magnus A. McGee, Stephen W. Duffy, Fiona J. Gilbert
Two Views. Digital Mammography / IWDM (2006)
Susan M. Astley, Stephen W. Duffy, Caroline R. M. Boggis, Mary Wilson, Nicky B. Barr, Ursula M. Beetles, Miriam A. Griffiths, Anil Jain, Jill Johnson, Rita M. Roberts, Heather Deans, Karen Duncan, Geeta Iyengar, Olorunsola F. Agbaje, Pamela M. Griffiths, Magnus A. McGee, Maureen G. C. Gillan, Fiona J. Gilbert
Mammography Reading with Computer-Aided Detection (CAD): Performance of Different Readers. Digital Mammography / IWDM (2006)
Lucy Tomlinson, Nathalie Hurley, Caroline R. M. Boggis, Julie Morris, Emma Hurley, Susan M. Astley
Current Screening Practice: Implications for the Introduction of CAD. Digital Mammography / IWDM (2006)
Michael Berks, Jennifer Diffey, Alan Hufton, Susan M. Astley
Feasibility and Acceptability of Stepwedge-Based Density Measurement. Digital Mammography / IWDM (2006)
Reyer Zwiggelaar, Susan M. Astley, Caroline R. M. Boggis, Christopher J. Taylor
Linear structures in mammographic images: detection and classification. IEEE Trans. Medical Imaging 23 (9) (2004)
Susan M. Astley
Computer aided detection for screening memography. CARS (2003)
Reyer Zwiggelaar, Tim C. Parr, James E. Schumm, Ian W. Hutt, Christopher J. Taylor, Susan M. Astley, Caroline R. M. Boggis
Model-based detection of spiculated lesions in mammograms. Medical Image Anal. 3 (1) (1999)
Steven Caulkin, Susan M. Astley
Generating Realistic Mass Lesions in Digital Mammograms Using Statistical Models. BMVC (1999)
Tim C. Parr, Reyer Zwiggelaar, Susan M. Astley, Caroline R. M. Boggis, Christopher J. Taylor
Comparison of Methods for Combining Evidence for Spiculated Lesions. Digital Mammography / IWDM (1998)
Reyer Zwiggelaar, Susan M. Astley, Christopher J. Taylor
Detecting the Central Mass of a Spiculated Lesion Using Scale-Orientation Signatures. Digital Mammography / IWDM (1998)
Steven Caulkin, Susan M. Astley, John Asquith, Caroline R. M. Boggis
Sites of Occurrence of Malignancies in Mammograms. Digital Mammography / IWDM (1998)
Susan M. Astley, Reyer Zwiggelaar, Chris Wolstenholme, Karen Davies, Tim C. Parr, Christopher J. Taylor
Prompting in Mammography: How Good Must Prompt Generators Be? Digital Mammography / IWDM (1998)
Eva Cernadas, Reyer Zwiggelaar, Wouter Veldkamp, Tim C. Parr, Susan M. Astley, Christopher J. Taylor, Caroline R. M. Boggis
Detection of Mammographic Microcalcifications Using a Statistical Model. Digital Mammography / IWDM (1998)
Tim C. Parr, Reyer Zwiggelaar, Christopher J. Taylor, Susan M. Astley, Caroline R. M. Boggis
Detecting Stellate Lesions in Mammograms via Statistical Models. BMVC (1997)
Reyer Zwiggelaar, Tim C. Parr, Caroline R. M. Boggis, Susan M. Astley, Christopher J. Taylor
Statistical Modelling of Lines and Structures in Mammograms. IPMI (1997)
Ian W. Hutt, Susan M. Astley, Caroline R. M. Boggis
Computer Aided Detection of Abnormalities in Mammograms. BMVC (1994)
Peter I. Miller, Susan M. Astley
Automated detection of Breast Asymmetries. BMVC (1993)
Peter I. Miller, Susan M. Astley
Classification of breast tissue by texture analysis. Image Vis. Comput. 10 (5) (1992)
Peter I. Miller, Susan M. Astley
Classification of Breast Tissue by Texture Analysis. BMVC (1991)
Susan M. Astley, Christopher J. Taylor
Combining cues for mammographic abnormalities. BMVC (1990)