Fiona J. Gilbert

Orcid: 0000-0002-0124-9962

According to our database1, Fiona J. Gilbert authored at least 15 papers between 1996 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes.
Health Informatics J., October, 2023

MammoDG: Generalisable Deep Learning Breaks the Limits of Cross-Domain Multi-Center Breast Cancer Screening.
CoRR, 2023

2022
Beyond fine-tuning: Classifying high resolution mammograms using function-preserving transformations.
Medical Image Anal., 2022

2021
Triage of 2D Mammographic Images Using Multi-view Multi-task Convolutional Neural Networks.
ACM Trans. Comput. Heal., 2021

Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations.
CoRR, 2021

2020
The optimisation of deep neural networks for segmenting multiple knee joint tissues from MRIs.
Comput. Medical Imaging Graph., 2020

2019
Multi-view Multi-task Learning for Improving Autonomous Mammogram Diagnosis.
Proceedings of the Machine Learning for Healthcare Conference, 2019

2018
MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis.
CoRR, 2018

2015
Initial experience with computer aided detection for microcalcification in digital breast tomosynthesis.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015

2014
Patient Specific Dose Calculation Using Volumetric Breast Density for Mammography and Tomosynthesis.
Proceedings of the Breast Imaging - 12th International Workshop, IWDM 2014, Gifu City, Japan, June 29, 2014

2012
Development of a Quality Control Protocol for Digital Breast Tomosynthesis Systems in the TOMMY Trial.
Proceedings of the Breast Imaging, 2012

2006


2003
Classification of GRF texture in mammograms through discriminant analysis.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

1996
Reduction of movement artifacts in comparative 3D magnetic resonance (MR) breast imaging.
Proceedings of the Medical Imaging 1996: Image Processing, 1996


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