Research output per year
Research output per year
Personal profile
Biography
Hugo Kuijf is a senior scientist in artificial intelligence and (medical) image analysis.
Links:
External positions
Onderzoeker - Wetenschappelijk onderzoek - Maasstad Ziekenhuis
1 Nov 2024 → 31 Oct 2027
Senior Scientist - Wetenschappelijk onderzoek - TNO
1 Feb 2023 → 31 Dec 3999
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Cerebral white matter hyperintensity volumes: Normative age- and sex-specific values from 15 population-based cohorts comprising 14,876 individuals
de Kort, F. A. S., Vinke, E. J., van der Lelij, E. J., Anblagan, D., Bastin, M. E., Beiser, A., Brodaty, H., Chaturvedi, N., Cheng, B., Cox, S. R., DeCarli, C., Enzinger, C., Fletcher, E., Frayne, R., de Groot, M., Huang, F., Ikram, M. A., Jiang, J., Lam, B. Y. K. & Maillard, P. & 20 others, , Feb 2025, In: Neurobiology of Aging. 146, p. 38-47 10 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile35 Downloads (Pure) -
Evaluation of techniques for automated classification and artery quantification of the circle of Willis on TOF-MRA images: The CROWN challenge
Vos, I. N., Ruigrok, Y. M., Bennink, E., Velthuis, M. R. E., Paic, B., Ophelders, M. E. H., Buser, M. A. D., van der Velden, B. H. M., Chen, G., Coupet, M., Dumais, F., Galdran, A., Junyi, Z., Liu, W., Ma, T., Nair, M. S., Naudin, M., K.P., P., Pillai, K. A. S. & Shi, P. & 7 others, , Oct 2025, In: Medical Image Analysis. 105, 15 p., 103650.Research output: Contribution to journal › Short survey › peer-review
Open AccessFile7 Downloads (Pure) -
Individualized lesion-symptom mapping using explainable artificial intelligence for the cognitive impact of white matter hyperintensities
Offenberg, R., De Luca, A., Biessels, G. J., Barkhof, F., van der Flier, W. M., van Harten, A. C., van der Lelij, E., Pluim, J. & Kuijf, H., 18 Apr 2025, In: NeuroImage. Clinical. 46, 14 p., 103790.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Downloads (Pure) -
Multioutput lesion-symptom mapping with explainable artificial intelligence in cerebral small vessel disease
Offenberg, R., Gaitero, A. S. R., Pluim, J., de Luca, A., Biessels, G. J. & Kuijf, H., 2025, Medical Imaging 2025: Computer-Aided Diagnosis. Astley, S. M. & Wismuller, A. (eds.). SPIE, 1340721. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13407).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Signature White Matter Hyperintensity Locations Associated With Vascular Risk Factors Derived From 15 653 Individuals
Biesbroek, J. M., de Kort, F. A. S., Anblagan, D., Bastin, M. E., Beiser, A., Brodaty, H., Chaturvedi, N., Chen, C. P. L. H., Cheng, B., Cheng, C.-Y., Cox, S. R., DeCarli, C., Enzinger, C., Fletcher, E., Frayne, R., de Groot, M., Hilal, S., Huang, F., Ikram, M. A. & Jiang, J. & 22 others, , Oct 2025, In: Stroke. 56, 10, p. 3047-3059Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Downloads (Pure)
Activities
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Deep Learning in Radiotherapy
Maspero, M. (Organiser), Savenije, M. (Organiser), Sbrizzi, A. (Speaker), Kuijf, H. (Speaker), Huttinga, N. (Speaker), van den Berg, C. (Organiser), Maspero, M. (Speaker), Kontaxis, C. (Speaker) & Van Eijnatten, M. A. J. M. (Speaker)
Mar 2021Activity: Other
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Kunstmatige intelligentie in de radiologie
Kuijf, H. (Speaker) & Hendrikse, J. (Speaker)
20 Jan 2020Activity: Talk or presentation › Invited talk › Popular
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Deep Learning in Radiotherapy
Maspero, M. (Organiser), van den Berg, C. (Organiser), Savenije, M. (Organiser), Stemkens, B. (Organiser), Sbrizzi, A. (Speaker), Kuijf, H. (Speaker), Huttinga, N. (Speaker), Eppenhof, K. (Speaker), Kontaxis, C. (Speaker), Bol, G. H. (Speaker), Dinkla, A. (Speaker) & Verhoeff, J. (Speaker)
28 Nov 2019 → 29 Nov 2019Activity: Other
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Machine Learning for the Detection of Brain Abnormalities
Kuijf, H. (Speaker)
21 Nov 2019Activity: Talk or presentation › Invited talk › Academic
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Machine Learning for the Detection of Brain Abnormalities
Kuijf, H. (Speaker)
8 Nov 2019Activity: Talk or presentation › Invited talk › Academic
Prizes
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Alzheimer Nederland travel grant
Kuijf, H. (Recipient), 2015
Prize: Prize (including medals and awards)
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ISMRM Trainee (Educational) Stipend
Kuijf, H. (Recipient), 2012
Prize: Prize (including medals and awards)
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ISMRM Trainee (Educational) Stipend
Kuijf, H. (Recipient), 2017
Prize: Prize (including medals and awards)
Press/Media
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Hoe door spontaan idee van Hugo nu het verloop van hersenziekten kan worden voorspeld
15/02/22
1 Media contribution
Press/Media: Public Engagement Activities
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Betere diagnostiek hersenaneurysma
Kuijf, H., van der Schaaf, I. & Timmins, K.
15/06/21
1 Media contribution
Press/Media: Public Engagement Activities
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Het programma met de beste resultaten wint de wedstrijd
20/04/20
1 Media contribution
Press/Media: Public Engagement Activities
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Beeldherkenningssysteem klinisch toegepast
18/07/19
1 item of Media coverage
Press/Media: Public Engagement Activities
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AI can segment white-matter hyperintensities on MRI
22/04/19
1 item of Media coverage
Press/Media: Public Engagement Activities