Fiona J. Gilbert

18 papers B 1Journal 10Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A European Multi-Center Breast Cancer MRI Dataset. CoRR Gustav Müller-Franzes, Lorena Escudero Sanchez, Nicholas Payne, Alexandra Athanasiou, Michael Kalogeropoulos, Aitor Lopez, Alfredo Miguel Soro Busto, Julia Camps Herrero, Nika Rasoolzadeh, Tianyu Zhang, Ritse Mann, Debora Jutz, Maike Bode, Christiane Kuhl, Wouter Veldhuis, Oliver Lester Saldanha, Jiefu Zhu, Jakob Nikolas Kather, Daniel Truhn, Fiona J. Gilbert
2024	J	`jnl`	A Deep-Learning-Based Lable-free No-Reference Image Quality Assessment Metric: Application in Sodium MRI Denoising. CoRR Shuaiyu Yuan, Tristan Whitmarsh, Dimitri A. Kessler, Otso Arponen, Mary A. McLean, Gabrielle Baxter, Frank Riemer, Aneurin J. Kennerley, William J. Brackenbury, Fiona J. Gilbert, Joshua D. Kaggie
2024	J	`jnl`	Rician Denoising Diffusion Probabilistic Models For Sodium Breast MRI Enhancement. CoRR Shuaiyu Yuan, Tristan Whitmarsh, Dimitri A. Kessler, Otso Arponen, Mary A. McLean, Gabrielle Baxter, Frank Riemer, Aneurin J. Kennerley, William J. Brackenbury, Fiona J. Gilbert, Joshua D. Kaggie
2023	J	`jnl`	Accelerating artificial intelligence: How federated learning can protect privacy, facilitate collaboration, and improve outcomes. Health Informatics J. 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
2023	J	`jnl`	MammoDG: Generalisable Deep Learning Breaks the Limits of Cross-Domain Multi-Center Breast Cancer Screening. CoRR Yijun Yang, Shujun Wang, Lihao Liu, Sarah Hickman, Fiona J. Gilbert, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2022	J	`jnl`	Beyond fine-tuning: Classifying high resolution mammograms using function-preserving transformations. Medical Image Anal. Tao Wei, Angelica I. Avilés-Rivero, Shuo Wang, Yuan Huang, Fiona J. Gilbert, Carola-Bibiane Schönlieb, Chang Wen Chen
2021	J	`jnl`	Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations. CoRR Tao Wei, Angelica I. Avilés-Rivero, Shuo Wang, Yuan Huang, Fiona J. Gilbert, Carola-Bibiane Schönlieb, Chang Wen Chen
2021	J	`jnl`	Triage of 2D Mammographic Images Using Multi-view Multi-task Convolutional Neural Networks. ACM Trans. Comput. Heal. Trent Kyono, Fiona J. Gilbert, Mihaela van der Schaar
2020	J	`jnl`	The optimisation of deep neural networks for segmenting multiple knee joint tissues from MRIs. Comput. Medical Imaging Graph. Dimitri A. Kessler, James W. MacKay, Victoria A. Crowe, Frances M. D. Henson, Martin J. Graves, Fiona J. Gilbert, Joshua D. Kaggie
2019	—	`conf`	Multi-view Multi-task Learning for Improving Autonomous Mammogram Diagnosis. MLHC Trent Kyono, Fiona J. Gilbert, Mihaela van der Schaar
2018	J	`jnl`	MAMMO: A Deep Learning Solution for Facilitating Radiologist-Machine Collaboration in Breast Cancer Diagnosis. CoRR Trent Kyono, Fiona J. Gilbert, Mihaela van der Schaar
2015	—	`conf`	Initial experience with computer aided detection for microcalcification in digital breast tomosynthesis. Computer-Aided Diagnosis Elaine F. Harkness, Yit Yoong Lim, M. W. Wilson, R. Haq, J. Zhou, C. Tate, Anthony J. Maxwell, Susan M. Astley, Fiona J. Gilbert
2014	—	`conf`	Patient Specific Dose Calculation Using Volumetric Breast Density for Mammography and Tomosynthesis. Digital Mammography / IWDM Christopher E. Tromans, Ralph Highnam, Oliver Morrish, Richard Black, Lorraine Tucker, Fiona J. Gilbert, Michael Brady
2012	—	`conf`	Development of a Quality Control Protocol for Digital Breast Tomosynthesis Systems in the TOMMY Trial. Digital Mammography / IWDM Celia J. Strudley, Kenneth C. Young, Jennifer M. Oduko, Padraig T. Looney, Annabel Barnard, Fiona J. Gilbert
2006	—	`conf`	Mammography Reading with Computer-Aided Detection (CAD): Performance of Different Readers. Digital Mammography / IWDM 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
2006	—	`conf`	Mammography Reading with Computer-Aided Detection (CAD): Single View Digital Mammography / IWDM 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
2003	—	`conf`	Classification of GRF texture in mammograms through discriminant analysis. ISSPA (1) Hayet Farida Merouani, John A. W. McCall, Ian McKenzie, Fiona J. Gilbert
1996	B	`conf`	Reduction of movement artifacts in comparative 3D magnetic resonance (MR) breast imaging. Image Processing Peter E. Undrill, Thomas W. Redpath, Fiona J. Gilbert