Susan M Astley

Affiliations

University of Manchester, Division of Informatics, Imaging and Data Sciences, Faculty of Biology, Medicine and Health, Manchester, United Kingdom.
University of Manchester, Manchester NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, United Kingdom.
Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Prevent Breast Cancer and Nightingale Breast Screening Centre, Wythenshawe, Manchester, United Kingdom.

ORCID: https://orcid.org/0000-0002-2989-2765

Publications (10)

Prediction of reader estimates of mammographic density using convolutional neural networks.

Journal of medical imaging (Bellingham, Wash.)

Avec: Georgia V Ionescu , Martin Fergie , Michael Berks , Elaine F Harkness , Johan Hulleman , Adam R Brentnall , Jack Cuzick , D Gareth Evans , Susan M Astley

Young adulthood body mass index, adult weight gain and breast cancer risk: the PROCAS Study (United Kingdom).

British journal of cancer

Avec: Andrew G Renehan , Mary Pegington , Michelle N Harvie , Matthew Sperrin , Susan M Astley , Adam R Brentnall , Anthony Howell , Jack Cuzick , D Gareth Evans

Special Section Guest Editorial: Evaluation Methodologies for Clinical AI.

Journal of medical imaging (Bellingham, Wash.)

Avec: Susan M Astley , Weijie Chen , Kyle J Myers , Robert M Nishikawa

Mammographic density change in a cohort of premenopausal women receiving tamoxifen for breast cancer prevention over 5 years.

Breast cancer research : BCR

Avec: Adam R Brentnall , Ruth Warren , Elaine F Harkness , Susan M Astley , Julia Wiseman , Jill Fox , Lynne Fox , Mikael Eriksson , Per Hall , Jack Cuzick , D Gareth Evans , Anthony Howell

A case-control evaluation of 143 single nucleotide polymorphisms for breast cancer risk stratification with classical factors and mammographic density.

International journal of cancer

Avec: Adam R Brentnall , Elke M van Veen , Elaine F Harkness , Sajjad Rafiq , Helen Byers , Susan M Astley , Sarah Sampson , Anthony Howell , William G Newman , Jack Cuzick , Dafydd Gareth R Evans

Automatic assessment of mammographic density using a deep transfer learning method.

Journal of medical imaging (Bellingham, Wash.)

Avec: Steven Squires , Elaine Harkness , Dafydd Gareth Evans , Susan M Astley

Breast cancer risk stratification in women of screening age: Incremental effects of adding mammographic density, polygenic risk, and a gene panel.

Genetics in medicine : official journal of the American College of Medical Genetics

Avec: D Gareth R Evans , Elke M van Veen , Elaine F Harkness , Adam R Brentnall , Susan M Astley , Helen Byers , Emma R Woodward , Sarah Sampson , Jake Southworth , Sacha J Howell , Anthony J Maxwell , William G Newman , Jack Cuzick , Anthony Howell

Breast density prediction from low and standard dose mammograms using deep learning: effect of image resolution and model training approach on prediction quality.

Biomedical physics & engineering express

Avec: Steven Squires , Elaine F Harkness , Alistair Mackenzie , D Gareth Evans , Sacha J Howell , Susan M Astley

Is there a safety-net effect with computer-aided detection?

Journal of medical imaging (Bellingham, Wash.)

Avec: Ethan Du-Crow , Susan M Astley , Johan Hulleman

Risk-based breast cancer screening strategies in women.

Best practice & research. Clinical obstetrics & gynaecology

Avec: Elaine F Harkness , Susan M Astley , D Gareth Evans

Réseau de co-auteurs

Elaine F Harkness 6 collaborations

Adam R Brentnall 5 collaborations

Jack Cuzick 5 collaborations

D Gareth Evans 5 collaborations

Anthony Howell 4 collaborations

Johan Hulleman 2 collaborations

Elke M van Veen 2 collaborations

Helen Byers 2 collaborations

Sarah Sampson 2 collaborations

William G Newman 2 collaborations

Steven Squires 2 collaborations

Sacha J Howell 2 collaborations

Georgia V Ionescu 1 collaboration

Martin Fergie 1 collaboration

Michael Berks 1 collaboration

Andrew G Renehan 1 collaboration

Mary Pegington 1 collaboration

Michelle N Harvie 1 collaboration

Matthew Sperrin 1 collaboration

Weijie Chen 1 collaboration

Kyle J Myers 1 collaboration

Robert M Nishikawa 1 collaboration

Ruth Warren 1 collaboration

Julia Wiseman 1 collaboration

Jill Fox 1 collaboration

Lynne Fox 1 collaboration

Mikael Eriksson 1 collaboration

Per Hall 1 collaboration

Sajjad Rafiq 1 collaboration

Dafydd Gareth R Evans 1 collaboration

Elaine Harkness 1 collaboration

Dafydd Gareth Evans 1 collaboration

D Gareth R Evans 1 collaboration

Emma R Woodward 1 collaboration

Jake Southworth 1 collaboration

Anthony J Maxwell 1 collaboration

Alistair Mackenzie 1 collaboration

Ethan Du-Crow 1 collaboration