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Conference and Workshop Papers
- 2023
[c19]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
- [c18]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 - 2020
- [c17]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 - 2018
- [c16]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 - [c15]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 - [c14]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
- [c13]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 - [c12]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
- [c11]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 - [c10]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 - [c9]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
- [c8]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 - [c7]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 - 2014
- [c6]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 - [c5]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 - [c4]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 - [c3]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 - [c2]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 - [c1]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
Informal and Other Publications
- 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)
Coauthor Index
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