Hugo Kuijf

Assistant Professor

Strategic program(s):

Biography

Hugo Kuijf is a senior scientist in artificial intelligence and (medical) image analysis.

Links:

Strategic program(s):

Contact

hkuijf@umcutrecht.nl

Pure profile

Recent publications

All publications

Multioutput lesion-symptom mapping with explainable artificial intelligence in cerebral small vessel disease Ryanne Offenberg, Ana San Román Gaitero, Josien Pluim, Alberto de Luca, Geert Jan Biessels, Hugo Kuijf
2025

Individualized lesion-symptom mapping using explainable artificial intelligence for the cognitive impact of white matter hyperintensities Ryanne Offenberg, Alberto De Luca, Geert Jan Biessels, Frederik Barkhof, Wiesje M van der Flier, Argonde C van Harten, Ewoud van der Lelij, Josien Pluim, Hugo Kuijf
NeuroImage. Clinical, 2025, vol. 46

Cerebral white matter hyperintensity volumes Floor A.S. de Kort, Elisabeth J. Vinke, Ewoud J. van der Lelij, Devasuda Anblagan, Mark E. Bastin, Alexa Beiser, Henry Brodaty, Nishi Chaturvedi, Bastian Cheng, Simon R. Cox, Charles DeCarli, Christian Enzinger, Evan Fletcher, Richard Frayne, Marius de Groot, Felicia Huang, M. Arfan Ikram, Jiyang Jiang, Bonnie Y.K. Lam, Pauline Maillard, Carola Mayer, Cheryl R. McCreary, Vincent Mok, Susana Muñoz Maniega, Marvin Petersen, Genady Roshchupkin, Perminder S. Sachdev, Reinhold Schmidt, Stephan Seiler, Sudha Seshadri, Carole H. Sudre, Götz Thomalla, Raphael Twerenbold, Maria Valdés Hernández, Meike W. Vernooij, Joanna M. Wardlaw, Wei Wen, Hugo J. Kuijf, Geert Jan Biessels, J. Matthijs Biesbroek
Neurobiology of Aging, 2025, vol. 146, p.38-47

Deep-learning-based extraction of circle of Willis topology with anatomical priors Dieuwertje Alblas, Iris N. Vos, Micha M. Lipplaa, Christoph Brune, Irene C. van der Schaaf, Mireille R.E. Velthuis, Birgitta K. Velthuis, Hugo J. Kuijf, Ynte M. Ruigrok, Jelmer M. Wolterink
Scientific Reports, 2024, vol. 14

Markers of amyloid-β deposition and burden of enlarged perivascular spaces in patients with cognitive impairment and small vessel disease Ana Sofia Costa, Lieza G Exalto, Wiesje M van der Flier, Charlotte E Teunissen, Frederik Barkhof, Hugo J Kuijf, Geert Jan Biessels,
Journal of Alzheimer's disease : JAD, 2024, vol. 102, p.981-986

Influence of learned landmark correspondences on lung CT registration Ishaan Bhat, Hugo J. Kuijf, Max A. Viergever, Josien P.W. Pluim
Medical Physics, 2024, vol. 51, p.5321-5336

External positions

Onderzoeker - Wetenschappelijk onderzoek - Maasstad Ziekenhuis

Senior Scientist - Wetenschappelijk onderzoek - TNO