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H

Hilde Bosmans

ku leuven

57H-index
651Paper Count
1.1WCitation Count
Published Papers 157
Publication Date
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Illustration of transfer learning from breast cancer detection to risk prediction: adaptation to local data and local objectives
errJournal of Medical Imaging
IF1.7
err2026-05-01
err0
PREAI
errWagner, Tobias; Klanecek, Zan; Wang, Yao-Kuan; Cockmartin, Lesley; Marshall, Nicholas W.; Studen, Andrej; Jeraj, Robert; Bosmans, Hilde
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Impact of common artefacts on mass visibility in contrast-enhanced mammography: A virtual imaging trial
errMedical Physics
IF3.2
err2026-02-12
err0
PREAI
errHoubrechts, Katrien; Cockmartin, Lesley; Vancoillie, Liesbeth; Massera, Rodrigo T.; Marshall, Nicholas; Bosmans, Hilde
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errSave
Photon-Counting CT in Musculoskeletal Radiology: Technical Principles, Clinical Applications, and Future Directions
errJournal of the Belgian Society of Radiology
IF1.3
err2026-01-01
err0
PREAI
errDe Bondt, Stijn; Limantoro, Ione; Bosmans, Hilde; Maleux, Geert; Noppe, Nathalie; Herteleer, Michiel
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AAPM task group 234 report: Virtual tools for the evaluation of new 3D/4D breast imaging systems
errMEDICAL PHYSICS
IF3.2
err2025-12-25
err0
PREAI
errBakic, Predrag R.; Myers, Kyle J.; Abbey, Craig K.; Acciavatti, Raymond J.; Avanaki, Ali N.; Badal, Andreu; Bliznakova, Kristina; Bosmans, Hilde T.; Carton, Ann-katherine; Chan, Heang-ping; Cockmartin, Lesley; Das, Mini; Gifford, Howard C.; Glick, Stephen J.; Goodsitt, Mitchell M.; Jerebko, Anna K.; Kiarashi, Nooshin; Kupinski, Matthew A.; Lo, Joseph Y.; Mackenzie, Alistair; Maidment, Andrew D. A.; Nishikawa, Robert M.; Park, Subok; Pokrajac, David D.; Reiser, Ingrid S.; Sechopoulos, Ioannis; Zeng, Rongping
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Impact of synthetic data on training a deep learning model for lesion detection and classification in contrast-enhanced mammography
errJOURNAL OF MEDICAL IMAGING
IF1.7
err2025-11-30
err1
PREAI
errVan Camp, Astrid; Woodruff, Henry C.; Cockmartin, Lesley; Lobbes, Marc; Majer, Michael; Balleyguier, Corinne; Marshall, Nicholas W.; Bosmans, Hilde; Lambin, Philippe
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Optimization of microcalcification cluster detection in wide-angle flying focal spot digital breast tomosynthesis and synthetic mammography: A virtual imaging study
errPhysica Medica
IF0
err2025-11-17
err0
PREAI
errKatrien Houbrechts; Astrid Van Camp; Lesley Cockmartin; Liesbeth Vancoillie; Nicholas Marshall; Hilde Bosmans
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Using Explainable AI to Characterize Features in the Mirai Mammographic Breast Cancer Risk Prediction Model
errRADIOLOGY-ARTIFICIAL INTELLIGENCE
IF13.2
err2025-11-01
err0
PREAI
errWang, Yao-Kuan; Klanecek, Zan; Wagner, Tobias; Cockmartin, Lesley; Marshall, Nicholas; Studen, Andrej; Jeraj, Robert; Bosmans, Hilde
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In-depth look at the use of pixel variance and the noise power spectrum in digital mammography quality control
errJOURNAL OF MEDICAL IMAGING
IF1.7
err2025-11-01
err0
PREAI
errWigati, Kristina Tri; Bosmans, Hilde; Binst, Joke; Lemmens, Kim; Jacobs, Annelies; Soejoko, Djarwani S.; Marshall, Nicholas
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Insights, robustness and practical considerations of global noise level measurement in chest CT
errPhysica Medica
IF0
err2025-10-31
err0
errOAAI
errKwinten Torfs; Dimitar Petrov; Louise D’hondt; Tim Busselot; Janne Vignero; Walter De Wever; Annemiek Snoeckx; Klaus Bacher; Hilde Bosmans
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errSave
Efficacy of an X-Ray Protective Drape in Reducing Operator Radiation Dose in Transfemoral Arterial Liver Interventions: a Randomized-Controlled Trial
errCardioVascular and Interventional Radiology
IF2.9
err2025-10-06
err0
PREAI
errLawrence Bonne; Niki Bergans; Keir McCutcheon; Annouschka Laenen; Ria Bogaerts; Jeroen Vanheule; Johan Bennett; Lesley Cockmartin; Hilde Bosmans; Walter Desmet; Geert Maleux
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Uncertainty and normalized glandular dose evaluations in digital mammography and digital breast tomosynthesis with a machine learning methodology
errPhysica Medica
IF0
err2025-07-08
err0
PREAI
errAntonio Sarno; Rodrigo T. Massera; Gianfranco Paternò; Paolo Cardarelli; Nicholas Marshall; Hilde Bosmans; Kristina Bliznakova
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A virtual imaging study of microcalcification detection performance in digital breast tomosynthesis: Patients versus 3D textured phantoms
errMEDICAL PHYSICS
IF3.2
err2025-05-08
err0
errOAAI
errHoubrechts, Katrien; Cockmartin, Lesley; Marshall, Nicholas; Vancoillie, Liesbeth; Marinov, Stoyko; de la Rosa, Ruben Sanchez; Klausz, Remy; Carton, Ann-Katherine; Bosmans, Hilde
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Sensitivity of a deep-learning-based breast cancer risk prediction model
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2025-04-20
err0
PREAI
errKlanecek, Zan; Wang, Yao-Kuan; Wagner, Tobias; Cockmartin, Lesley; Marshall, Nicholas; Schott, Brayden; Deatsch, Ali; Studen, Andrej; Jarm, Katja; Krajc, Mateja; Vrhovec, Milos; Bosmans, Hilde; Jeraj, Robert
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errSave
Demonstration of virtual imaging trial applications for optimization and education of dento-maxillofacial CBCT imaging
errMEDICAL PHYSICS
IF3.2
err2025-03-01
err0
errOAAI
errMerken, Karen; Marshall, Nicholas; Nuyts, Johan; Massera, Rodrigo T.; Jacobs, Reinhilde; Bosmans, Hilde
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errSave
Impact of pectoral muscle removal on deep-learning-based breast cancer risk prediction
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2025-02-18
err1
PREAI
errKlanecek, Zan; Wang, Yao-Kuan; Wagner, Tobias; Cockmartin, Lesley; Marshall, Nicholas; Schott, Brayden; Deatsch, Ali; Studen, Andrej; Jarm, Katja; Krajc, Mateja; Vrhovec, Milos; Bosmans, Hilde; Jeraj, Robert
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errSave
A practical work around for breast density distribution discrepancies between mammographic images from different vendors
errEUROPEAN RADIOLOGY
IF4.7
err2025-01-31
err0
errOAAI
errWagner, Tobias; Cockmartin, Lesley; Wang, Yao-Kuan; Marshall, Nicholas; Bosmans, Hilde
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errSave
Radiation exposure in patients with inflammatory bowel disease
errJOURNAL OF CROHNS & COLITIS
IF8.7
err2025-01-06
err0
PREAI
errJorissen, Thibaud; Fierens, Liselotte; Bosmans, Hilde; Verstockt, Bram; Sabino, Joao; Vermeire, Severine; Vanbeckevoort, Dirk; Ferrante, Marc
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Longitudinal interpretability of deep learning based breast cancer risk prediction
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2024-12-24
err2
errOAAI
errKlanecek, Zan; Wang, Yao-Kuan; Wagner, Tobias; Cockmartin, Lesley; Marshall, Nicholas; Schott, Brayden; Deatsch, Ali; Studen, Andrej; Jarm, Katja; Krajc, Mateja; Vrhovec, Milos; Bosmans, Hilde; Jeraj, Robert
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errSave
Virtual imaging trials in medicine: A brief takeaway of the lessons from the first international summit
errMEDICAL PHYSICS
IF3.2
err2024-12-17
err0
PREAI
errSamei, Ehsan; Abadi, Ehsan; Bakic, Predrag; Bliznakova, Kristina; Bosmans, Hilde; Carton, Ann-Katherine; Frangi, Alejandro F.; Glick, Stephen; Lo, Joseph Y.; Kinahan, Paul; Maidment, Andrew; Ria, Francesco; Sechopoulos, Ioannis; Segars, William Paul; Tanaka, Rie; Vancoillie, Liesbeth
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An automated toolbox for microcalcification cluster modeling for mammographic imaging
errMEDICAL PHYSICS
IF3.2
err2024-11-21
err0
PREAI
errVan Camp, Astrid; Punter, Eva; Houbrechts, Katrien; Cockmartin, Lesley; Prevos, Renate; Marshall, Nicholas W.; Woodruff, Henry C.; Lambin, Philippe; Bosmans, Hilde
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Research Directions

No research directions
Co-authors
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H-index: 127 · Papers: 1.1K
F
Frans Van de Werf
H-index: 119 · Papers: 1.4K
P
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H-index: 117 · Papers: 1.5K
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