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ORCIDSusan M. Astley
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2020 – today
- 2023
[c68]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. Computer-Aided Diagnosis 2023- 2022
- [c67]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. Image Perception, Observer Performance, and Technology Assessment 2022 - [i1]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 abs/2210.04106 (2022) - 2020
- [c66]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. Image Perception, Observer Performance, and Technology Assessment 2020: 113160H
2010 – 2019
- 2019
- [c65]Ethan Du-Crow, Lucy M. Warren, Susan M. Astley, Johan Hulleman:
Is there a safety-net effect with computer-aided detection (CAD)? Image Perception, Observer Performance, and Technology Assessment 2019: 109520J - 2018
- [c64]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: 107180D - [c63]Georgia V. Ionescu, Elaine F. Harkness, Johan Hulleman, Susan M. Astley:
A citizen science approach to optimising computer aided detection (CAD) in mammography. Image Perception, Observer Performance, and Technology Assessment 2018: 105770Z - [c62]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? Image Perception, Observer Performance, and Technology Assessment 2018: 105770W - 2017
- [c61]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? Computer-Aided Diagnosis 2017: 101342P - [c60]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. Computer-Aided Diagnosis 2017: 101342V - 2016
- [c59]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: 291-298 - [c58]Xin Chen, Emmanouil Moschidis, Christopher J. Taylor, Susan M. Astley:
Improving Mammographic Density Estimation in the Breast Periphery. Digital Mammography / IWDM 2016: 469-477 - [c57]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: 510-517 - [c56]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: 540-547 - 2015
- [c55]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. Computer-Aided Diagnosis 2015: 94140L - [c54]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. Computer-Aided Diagnosis 2015: 941417 - [c53]Stefanie T. L. Pöhlmann, Christopher J. Taylor, Yit Yoong Lim, Susan M. Astley:
Appearance and Understanding of Digital Breast Tomosynthesis Images. MIUA 2015: 177-182 - 2014
- [c52]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: 56-63 - [c51]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: 80-87 - [c50]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: 201-208 - [c49]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: 209-216 - [c48]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: 265-272 - [c47]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: 273-281 - [c46]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: 282-289 - [c45]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: 290-297 - [c44]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: 550-557 - [c43]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: 643-649 - [c42]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: 666-673 - [c41]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: 536-543 - 2012
- [c40]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: 127-133 - [c39]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: 205-211 - [c38]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: 228-235 - [c37]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: 545-552 - [c36]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: 589-595 - 2011
- [c35]Michael Berks, Zezhi Chen, Susan M. Astley, Christopher J. Taylor:
Detecting and Classifying Linear Structures in Mammograms Using Random Forests. IPMI 2011: 510-524 - [c34]Reyhaneh Sadeghzadeh, Michael Berks, Susan M. Astley, Christopher J. Taylor:
Evaluation of blood vessel detection methods. Image Processing 2011: 79623U - 2010
- [c33]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: 145-152 - [c32]Zezhi Chen, Michael Berks, Susan M. Astley, Christopher J. Taylor:
Classification of Linear Structures in Mammograms Using Random Forests. Digital Mammography / IWDM 2010: 153-160 - [c31]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: 168-174 - [c30]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: 386-393 - [c29]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: 414-420 - [c28]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: 505-512 - [c27]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: 513-517 - [c26]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: 576-582
2000 – 2009
- 2008
- [c25]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: 40-47 - [c24]Stephanie Tiew, Susan M. Astley, Bernice Dillon, Julie Morris, Caroline R. M. Boggis:
Prompting in Mammography: Reproducibility. Digital Mammography / IWDM 2008: 137-142 - [c23]Michael Berks, Chris Rose, Caroline R. M. Boggis, Susan M. Astley:
Synthesising Abnormal Structures in Mammograms Using Pyramid Decomposition. Digital Mammography / IWDM 2008: 143-150 - [c22]Michael Berks, Steven Caulkin, Rumana Rahim, Caroline R. M. Boggis, Susan M. Astley:
Statistical Appearance Models of Mammographic Masses. Digital Mammography / IWDM 2008: 401-408 - [c21]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: 469-476 - [c20]Jennifer Diffey, Alan Hufton, Christine Beeston, Julia Smith, Tom Marchant, Susan M. Astley:
Quantifying Breast Thickness for Density Measurement. Digital Mammography / IWDM 2008: 651-658 - 2006
- [c19]Jennifer Diffey, Alan Hufton, Susan M. Astley:
A New Step-Wedge for the Volumetric Measurement of Mammographic Density. Digital Mammography / IWDM 2006: 1-9 - [c18]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: 61-67 - [c17]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: 97-104 - [c16]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:
Mammography Reading with Computer-Aided Detection (CAD): Single View vs Two Views. Digital Mammography / IWDM 2006: 125-130 - [c15]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: 131-136 - [c14]Michael Berks, Jennifer Diffey, Alan Hufton, Susan M. Astley:
Feasibility and Acceptability of Stepwedge-Based Density Measurement. Digital Mammography / IWDM 2006: 355-361 - [e1]Susan M. Astley, Michael Brady, Chris Rose, Reyer Zwiggelaar:
Digital Mammography, 8th International Workshop, IWDM 2006, Manchester, UK, June 18-21, 2006, Proceedings. Lecture Notes in Computer Science 4046, Springer 2006, ISBN 3-540-35625-8 [contents] - 2004
- [j3]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): 1077-1086 (2004) - 2003
- [c13]Susan M. Astley:
Computer aided detection for screening memography. CARS 2003: 927-932
1990 – 1999
- 1999
- [j2]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): 39-62 (1999) - [c12]Steven Caulkin, Susan M. Astley:
Generating Realistic Mass Lesions in Digital Mammograms Using Statistical Models. BMVC 1999: 1-10 - 1998
- [c11]Reyer Zwiggelaar, Susan M. Astley, Christopher J. Taylor:
Detecting the Central Mass of a Spiculated Lesion Using Scale-Orientation Signatures. Digital Mammography / IWDM 1998: 63-70 - [c10]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: 71-78 - [c9]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: 205-208 - [c8]Steven Caulkin, Susan M. Astley, John Asquith, Caroline R. M. Boggis:
Sites of Occurrence of Malignancies in Mammograms. Digital Mammography / IWDM 1998: 279-282 - [c7]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: 347-354 - 1997
- [c6]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 - [c5]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: 405-410 - 1994
- [c4]Ian W. Hutt, Susan M. Astley, Caroline R. M. Boggis:
Computer Aided Detection of Abnormalities in Mammograms. BMVC 1994: 1-10 - 1993
- [c3]Peter I. Miller, Susan M. Astley:
Automated detection of Breast Asymmetries. BMVC 1993: 1-10 - 1992
- [j1]Peter I. Miller, Susan M. Astley:
Classification of breast tissue by texture analysis. Image Vis. Comput. 10(5): 277-282 (1992) - 1991
- [c2]Peter I. Miller, Susan M. Astley:
Classification of Breast Tissue by Texture Analysis. BMVC 1991: 1-8 - 1990
- [c1]Susan M. Astley, Christopher J. Taylor:
Combining cues for mammographic abnormalities. BMVC 1990: 1-6
Coauthor Index
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