Fiona J. Gilbert

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 8

Top Topics

Computer Aided Detection

Mammographic Images

Preserving Transformations

Top Venues

Medical Image Anal.

Medical Imaging: Computer-Aided Diagnosis

Publications

Malhar Patel, Ittai Dayan, Elliot K. Fishman, Mona Flores, Fiona J. Gilbert, Michal Guindy, Eugene J. Koay, Michael Rosenthal, Holger R. Roth, Marius George Linguraru
Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes. Health Informatics J. 29 (4) (2023)
Yijun Yang, Shujun Wang, Lihao Liu, Sarah Hickman, Fiona J. Gilbert, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
MammoDG: Generalisable Deep Learning Breaks the Limits of Cross-Domain Multi-Center Breast Cancer Screening. CoRR (2023)
Tao Wei, Angelica I. Avilés-Rivero, Shuo Wang, Yuan Huang, Fiona J. Gilbert, Carola-Bibiane Schönlieb, Chang Wen Chen
Beyond fine-tuning: Classifying high resolution mammograms using function-preserving transformations. Medical Image Anal. 82 (2022)
Tao Wei, Angelica I. Avilés-Rivero, Shuo Wang, Yuan Huang, Fiona J. Gilbert, Carola-Bibiane Schönlieb, Chang Wen Chen
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations. CoRR (2021)
Trent Kyono, Fiona J. Gilbert, Mihaela van der Schaar
Triage of 2D Mammographic Images Using Multi-view Multi-task Convolutional Neural Networks. ACM Trans. Comput. Heal. 2 (3) (2021)
Dimitri A. Kessler, James W. MacKay, Victoria A. Crowe, Frances M. D. Henson, Martin J. Graves, Fiona J. Gilbert, Joshua D. Kaggie
The optimisation of deep neural networks for segmenting multiple knee joint tissues from MRIs. Comput. Medical Imaging Graph. 86 (2020)
Trent Kyono, Fiona J. Gilbert, Mihaela van der Schaar
Multi-view Multi-task Learning for Improving Autonomous Mammogram Diagnosis. MLHC (2019)
Trent Kyono, Fiona J. Gilbert, Mihaela van der Schaar
MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis. CoRR (2018)
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)
Christopher E. Tromans, Ralph Highnam, Oliver Morrish, Richard Black, Lorraine Tucker, Fiona J. Gilbert, Michael Brady
Patient Specific Dose Calculation Using Volumetric Breast Density for Mammography and Tomosynthesis. Digital Mammography / IWDM (2014)
Celia J. Strudley, Kenneth C. Young, Jennifer M. Oduko, Padraig T. Looney, Annabel Barnard, Fiona J. Gilbert
Development of a Quality Control Protocol for Digital Breast Tomosynthesis Systems in the TOMMY Trial. Digital Mammography / IWDM (2012)
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)
Hayet Farida Merouani, John A. W. McCall, Ian McKenzie, Fiona J. Gilbert
Classification of GRF texture in mammograms through discriminant analysis. ISSPA (1) (2003)
Peter E. Undrill, Thomas W. Redpath, Fiona J. Gilbert
Reduction of movement artifacts in comparative 3D magnetic resonance (MR) breast imaging. Medical Imaging: Image Processing (1996)