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F

Fiona J. Gilbert

biomedical research centre

74H-index
637Paper Count
2.7WCitation Count
Published Papers 160
Publication Date
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MammoDG: Generalisable Deep Learning Advances Cross-Domain Multi-Center Breast Cancer Screening
errInternational Journal of Computer Vision
IF9.3
err2026-07-29
err0
errOAAI
errYijun Yang; Shujun Wang; Lihao Liu; Sarah Hickman; Fiona J. Gilbert; Carola-Bibiane Schönlieb; Angelica I. Aviles-Rivero
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A comparison of tumour characteristics of screen-detected and interval cancers and their relationship with breast density and AJCC prognostic stage in a UK screening cohort
errEuropean Radiology
IF4.7
err2026-05-06
err0
errOAAI
errFleur Kilburn-Toppin; Joshua Rothwell; Nicholas R. Payne; Yuan Huang; Sarah E. Hickman; Fiona J. Gilbert
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errSave
Impact of using artificial intelligence as a second reader in breast screening including arbitration
errNature Cancer
IF28.5
err2026-03-10
err0
errOAAI
errLucy M. Warren; Jenny Venton; Kenneth C. Young; Mark Halling-Brown; Christopher J. Kelly; Marc Wilson; Megumi Morigami; Lisanne Khoo; Deborah Cunningham; Richard Sidebottom; Mamatha Reddy; Hema Purushothaman; Delara Khodabakhshi; Lesley Honeyfield; Amandeep Hujan; Tsvetina Stoycheva; Andy Joiner; Reena Chopra; Aminata Sy; Dominic Ward; Lin Yang; Rory Sayres; Daniel Golden; Namrata Malhotra; Rachita Mallya; Lihong Xi; Della Ogunleye; Charlotte Purdy; Alistair Mackenzie; Susan Thomas; Shravya Shetty; Fiona J. Gilbert; Ara Darzi; Hutan Ashrafian
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Diagnostic accuracy, fairness and clinical implementation of AI for breast cancer screening: results of multicenter retrospective and prospective technical feasibility studies
errNature Cancer
IF28.5
err2026-03-10
err0
errOAAI
errChristopher J. Kelly; Marc Wilson; Lucy M. Warren; Richard Sidebottom; Mark Halling-Brown; Lin Yang; Megumi Morigami; Jenny Venton; Reena Chopra; Jane Chang; Jonathan Dixon; Fiona J. Gilbert; Daniel I. Golden; Elzbieta Gruzewska; Lesley Honeyfield; Amandeep Hujan; Delara Khodabakhshi; Emma Lewis; Namrata Malhotra; Rachita Mallya; Della Ogunleye; Charlotte Purdy; Rory Sayres; Marcin Sieniek; Tsvetina Stoycheva; Aminata Sy; Susan Thomas; Dominic Ward; Lihong Xi; Shawn Xu; Shravya Shetty; Ara Darzi; Kenneth Young; Hema Purushothaman; Lisanne Khoo; Mamatha Reddy; Hutan Ashrafian; Deborah Cunningham
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Performance of breast cancer risk prediction algorithms across mammography systems in the UK screening programme
errnpj Digital Medicine
IF15.1
err2026-03-08
err0
errOAAI
errJoshua Rothwell; Nicholas Payne; Fleur Kilburn-Toppin; Yuan Huang; Joshua Kaggie; Richard Black; Sarah Hickman; Bahman Kasmai; Arne Juette; Fiona Gilbert
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errSave
Acceptance, experience, and feedback for supplemental screening in dense breasts among women participating in the BRAID trial
errInsights into Imaging
IF4.5
err2026-01-16
err0
errOAAI
errIris Allajbeu; Kate R. Charnley; Yuyin Yang; Johanna Field-Rayner; Kirsten Morris; Nicholas R. Payne; Fleur Kilburn-Toppin; Roido Manavaki; Fiona J. Gilbert
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Evaluation of a Mammography-based Deep Learning Model for Breast Cancer Risk Prediction in a Triennial Screening Program
errRADIOLOGY
IF15.2
err2025-10-01
err0
PREAI
errRothwell, Joshua W. D.; Rogers, Priya; Payne, Nicholas R.; Huang, Yuan; Kaggie, Joshua D.; Hickman, Sarah E.; Kilburn-Toppin, Fleur; Kasmai, Bahman; Juette, Arne; Gilbert, Fiona J.
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Preoperative breast MRI for invasive ductal carcinoma with or without a DCIS component at needle biopsy: influence on surgical outcomes in the MIPA study
errEUROPEAN RADIOLOGY
IF4.7
err2025-04-24
err0
PREAI
errCozzi, Andrea; Di Leo, Giovanni; Houssami, Nehmat; Gilbert, Fiona J.; Helbich, Thomas H.; alvarez Benito, Marina; Balleyguier, Corinne; Bazzocchi, Massimo; Bult, Peter; Calabrese, Massimo; Camps Herrero, Julia; Cartia, Francesco; Cassano, Enrico; Clauser, Paola; de Lima Docema, Marcos F.; Depretto, Catherine; Dominelli, Valeria; Forrai, Gabor; Girometti, Rossano; Harms, Steven E.; Hilborne, Sarah; Ienzi, Raffaele; Lobbes, Marc B. I.; Losio, Claudio; Mann, Ritse M.; Montemezzi, Stefania; Obdeijn, Inge-Marie; Aksoy Ozcan, Umit; Pediconi, Federica; Pinker, Katja; Preibsch, Heike; Raya Povedano, Jose L.; Rossi Saccarelli, Carolina; Sacchetto, Daniela; Scaperrotta, Gianfranco P.; Schlooz, Margrethe; Szabo, Botond K.; Taylor, Donna B.; Ulus, Sila O.; Van Goethem, Mireille; Veltman, Jeroen; Weigel, Stefanie; Wenkel, Evelyn; Zuiani, Chiara; Sardanelli, Francesco
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errSave
Acceptability of risk-based breast cancer screening among professionals and healthcare providers from 6 countries contributing to the MyPeBS study (vol 25, 483, 2025)
errBMC CANCER
IF3.4
err2025-04-14
err0
errOAAI
errRoux, Alexandra; Hervouet, Lucile; Di Stefano, Francesca; French, David P.; Giordano, Livia; Ritchie, David; Rouge Bugat, Marie-Eve; Keatley, Debbie; Cholerton, Rachel; Mcwilliams, Lorna; Giorgi Rossi, Paolo; Balleyguier, Corinne; Guindy, Michal; Gilbert, Fiona J.; Burrion, Jean-Benoit; Roman, Marta; Vissac-Sabatier, Cecile; Couch, Daniel; Delaloge, Suzette; de Montgolfier, Sandrine
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Acceptability of risk-based breast cancer screening among professionals and healthcare providers from 6 countries contributing to the MyPeBS study
errBMC CANCER
IF3.4
err2025-03-15
err1
errOAAI
errRoux, Alexandra; Hervouet, Lucile; Di Stefano, Francesca; French, David P.; Giordano, Livia; Ritchie, David; Bugat, Marie-Eve Rouge; Keatley, Debbie; Cholerton, Rachel; Mcwilliams, Lorna; Rossi, Paolo Giorgi; Balleyguier, Corinne; Guindy, Michal; Gilbert, Fiona J.; Burrion, Jean-Benoit; Roman, Marta; Vissac-Sabatier, Cecile; Couch, Daniel; Delaloge, Suzette; de Montgolfier, Sandrine; MyPeBS Investigators and the MyPeBS Consortium
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errSave
Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging
errCOMMUNICATIONS MEDICINE
IF6.3
err2025-02-06
err0
errOAAI
errSaldanha, Oliver Lester; Zhu, Jiefu; Mueller-Franzes, Gustav; Carrero, Zunamys I.; Payne, Nicholas R.; Escudero Sanchez, Lorena; Varoutas, Paul Christophe; Kyathanahally, Sreenath; Laleh, Narmin Ghaffari; Pfeiffer, Kevin; Ligero, Marta; Behner, Jakob; Abdullah, Kamarul A.; Apostolakos, Georgios; Kolofousi, Chrysafoula; Kleanthous, Antri; Kalogeropoulos, Michail; Rossi, Cristina; Nowakowska, Sylwia; Athanasiou, Alexandra; Perez-Lopez, Raquel; Mann, Ritse; Veldhuis, Wouter; Camps, Julia; Schulz, Volkmar; Wenzel, Markus; Morozov, Sergey; Ciritsis, Alexander; Kuhl, Christiane; Gilbert, Fiona J.; Truhn, Daniel; Kather, Jakob Nikolas
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Deep learning-based breast cancer diagnosis in breast MRI: systematic review and meta-analysis
errEUROPEAN RADIOLOGY
IF4.7
err2025-02-05
err1
errOAAI
errAbdullah, Kamarul Amin; Marziali, Sara; Nanaa, Muzna; Sanchez, Lorena Escudero; Payne, Nicholas R.; Gilbert, Fiona J.
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Quantifying the tumour vasculature environment from CD-31 immunohistochemistry images of breast cancer using deep learning based semantic segmentation
errBREAST CANCER RESEARCH
IF5.6
err2025-02-04
err0
errOAAI
errWhitmarsh, Tristan; Cope, Wei; Carmona-Bozo, Julia; Manavaki, Roido; Sammut, Stephen-John; Woitek, Ramona; Provenzano, Elena; Brown, Emma L.; Bohndiek, Sarah E.; Gallagher, Ferdia A.; Caldas, Carlos; Gilbert, Fiona J.; Markowetz, Florian
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Breast imaging readers' performance in the PERFORMS test-set based assessment scheme within the MyPeBS international randomised study
errEUROPEAN JOURNAL OF RADIOLOGY
IF3.3
err2025-02-01
err0
errOAAI
errMichalopoulou, Eleni; Darker, Iain; Iotti, Valentina; Slonim, Efrat; Koning, Harry J. de; Souza, Rodrigo Alcantara; Burrion, Jean-Benoit; De Montgolfier, Sandrine; Vissac-Sabatier, Cecile; Guindy, Michal; Pattacini, Pierpaolo; Delaloge, Suzette; Gilbert, Fiona J.; Chen, Yan
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Neoadjuvant Radiotherapy and Endocrine Therapy for Oestrogen Receptor Positive Breast Cancers: The Neo-RT Feasibility Study
errCLINICAL ONCOLOGY
IF3
err2025-01-01
err0
errOAAI
errLightowlers, S. V.; Machin, A.; Woitek, R.; Provenzano, E.; Allajbeu, I.; Al Sarakbi, W.; Demiris, N.; Forouhi, P.; Gilbert, F. J.; Kirby, A. M.; Towns, C.; Somaiah, N.; Coles, C. E.
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errSave
Diagnostic performance of tomosynthesis plus synthetic mammography versus full-field digital mammography with or without tomosynthesis in breast cancer screening: A systematic review and meta-analysis
errINTERNATIONAL JOURNAL OF CANCER
IF4.7
err2024-10-12
err0
errOAAI
errHamad, Wasim; Michell, Michael J.; Myles, Jonathan P.; Gilbert, Fiona J.; Chen, Yan; Jin, Huajie; Loveland, John; Halling-Brown, Mark; Satchithananda, Keshthra; Morel, Juliet; Wasan, Rema; Taylor, Caroline; Sharma, Nisha; Valencia, Alexandra; Teh, Will; Majid, Faisal; De Visser, Ronald M.; Iqbal, Asif; Duffy, Stephen W.
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errSave
23Na MRI: inter-reader reproducibility of normal fibroglandular sodium concentration measurements at 3 T
errEUROPEAN RADIOLOGY EXPERIMENTAL
IF3.6
err2024-06-10
err0
errOAAI
errArponen, Otso; Mclean, Mary A.; Nanaa, Muzna; Manavaki, Roido; Baxter, Gabrielle C.; Gill, Andrew B.; Riemer, Frank; Kennerley, Aneurin J.; Woitek, Ramona; Kaggie, Joshua D.; Brackenbury, William J.; Gilbert, Fiona J.
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The paradox of MRI for breast cancer screening: high-risk and dense breasts-available evidence and current practice
errINSIGHTS INTO IMAGING
IF4.5
err2024-03-27
err11
errOAAI
errSardanelli, Francesco; Magni, Veronica; Rossini, Gabriele; Kilburn-Toppin, Fleur; Healy, Nuala A.; Gilbert, Fiona J.
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errSave
European guidelines for the diagnosis, treatment and follow-up of breast lesions with uncertain malignant potential (B3 lesions) developed jointly by EUSOMA, EUSOBI, ESP (BWG) and ESSO (vol 50, 107292, 2024)]
errEJSO
IF2.9
err2024-03-01
err0
errOAAI
errRubio, Isabel T.; Wyld, Lynda; Marotti, Lorenza; Athanasiou, Alexandra; Regitnig, Peter; Catanuto, Giuseppe; Schoones, Jan W.; Zambon, Marzia; Camps, Julia; Santini, Donatella; Dietz, Jill; Sardanelli, Francesco; Varga, Zsuzsanna; Smidt, Marjolein; Sharma, Nisha; Shaaban, Abeer M.; Gilbert, Fiona
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errSave
European guidelines for the diagnosis, treatment and follow-up of breast lesions with uncertain malignant potential (B3 lesions) developed jointly by EUSOMA, EUSOBI, ESP (BWG) and ESSO
errEJSO
IF2.9
err2024-01-01
err27
errOAAI
errRubio, Isabel T.; Wyld, Lynda; Marotti, Lorenza; Athanasiou, Alexandra; Regitnig, Peter; Catanuto, Giuseppe; Schoones, Jan W.; Zambon, Marzia; Camps, Julia; Santini, Donatella; Dietz, Jill; Sardanelli, Francesco; Varga, Zsuzsanna; Smidt, Marjolein; Sharma, Nisha; Shaaban, Abeer M.; Gilbert, Fiona
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Research Directions

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Co-authors
Cooperation Journals
A
Adrian L. Harris
H-index: 187 · Papers: 2.1K
D
D. Gareth Evans
H-index: 182 · Papers: 2.5K
A
Anil K. Jain
H-index: 170 · Papers: 1.2K
C
Carlos Caldas
H-index: 158 · Papers: 1.4K
A
Ara Darzi
H-index: 152 · Papers: 2.2K
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