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Dr. Sacha J. Howell
at Univ of Manchester
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Publications (4)
Proceedings Article | 3 April 2024 Presentation + Paper
AI-based density prediction for breast cancer prevention: Can we measure mammographic density in just one breast?
Megan Perry, Stepan Romanov, Sacha Howell, D. Gareth Evans, Elaine Harkness, Susan Astley
Proceedings Volume 12927, 129270D (2024) https://doi.org/10.1117/12.3006745
KEYWORDS: Breast density, Breast, Mammography, Breast cancer, Cancer, Cancer detection, Risk assessment, Tissues
Proceedings Article | 3 April 2024 Poster + Paper
Maintaining high resolution information in AI-based breast cancer risk prediction
Proceedings Volume 12927, 129271X (2024) https://doi.org/10.1117/12.3006522
KEYWORDS: Cancer, Mammography, Breast cancer, Deep learning, Breast density, Breast
Proceedings Article | 7 April 2023 Poster + Paper
Artificial intelligence for image-based breast cancer risk prediction using attention
Proceedings Volume 12465, 1246526 (2023) https://doi.org/10.1117/12.2653875
KEYWORDS: Risk assessment, Mammography, Cancer, Breast cancer, Machine learning, Cancer detection, Deep learning, Breast
Proceedings Article | 22 May 2020 Paper
Automatic density prediction in low dose mammography
Steven Squires, Georgia Ionescu, Elaine Harkness, Alistair Mackenzie, D. Gareth Evans, Anthony Maxwell, Sacha Howell, Susan Astley
Proceedings Volume 11513, 115131D (2020) https://doi.org/10.1117/12.2564714
KEYWORDS: Mammography, Data modeling, Image processing, Breast, Breast cancer, Digital mammography, Cancer, Convolutional neural networks, Visualization, Feature extraction
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