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dr. H.J. (Hugo) Kuijf

dr. H.J. (Hugo) Kuijf

Assistant Professor
dr. H.J. (Hugo) Kuijf
  • Image Sciences Institute

Biography

Biography

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

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Research Output (135)

Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural Networks

Timmins Kimberley M., Kamphuis Maarten J., Vos Iris N., Velthuis Birgitta K., Schaaf Irene C.van der, Kuijf Hugo J. 17 Dec 2022, p. 103-112 10 p.

Multimodal tract-based MRI metrics outperform whole brain markers in determining cognitive impact of small vessel disease-related brain injury

De Luca Alberto, Kuijf Hugo, Exalto Lieza, Thiebaut de Schotten Michel, Biessels Geert-Jan, , Koek Dineke Sep 2022, In: Brain structure & function. 227 , p. 2553-2567 15 p.

White matter hyperintensity shape is associated with cognitive functioning - the SMART-MR study

Zwartbol Maarten H T, Ghaznawi Rashid, Jaarsma-Coes Myriam, Kuijf Hugo, Hendrikse Jeroen, de Bresser Jeroen, Geerlings Mirjam I, 23 Aug 2022, In: Neurobiology of Aging. 120 , p. 81-87 7 p.

Explainable artificial intelligence (XAI) in deep learning-based medical image analysis

van der Velden Bas H M, Kuijf Hugo J, Gilhuijs Kenneth G A, Viergever Max A Jul 2022, In: Medical Image Analysis. 79 , p. 1-21

Microinfarcts in the Deep Gray Matter on 7T MRI:Risk Factors, MRI Correlates, and Relation to Cognitive Functioning-The SMART-MR Study

Ghaznawi R, Zwartbol M H T, de Bresser J, Kuijf H J, Vincken K L, Rissanen I, Geerlings M I, Hendrikse J, 26 May 2022, In: AJNR. American journal of neuroradiology. 43 , p. 829-836 8 p.

Automatic quantification of perivascular spaces in T2-weighted images at 7 T MRI

Verbeek-Spijkerman Jolanda, Zwanenburg J. J.M., Bouvy W. H., Geerlings M. I., Biessels G. J., Hendrikse J., Luijten P. R., Kuijf H. J. 13 Apr 2022, In: Cerebral Circulation - Cognition and Behavior. 3 , p. 1-9

Improving automated intracranial artery labeling using atlas-based features in graph convolutional nets

Vos Iris, Ruigrok Ynte, Timmins Kimberley, Velthuis Birgitta, Kuijf Hugo 4 Apr 2022, 12032

Deep learning with vessel surface meshes for intracranial aneurysm detection

Timmins Kimberley, van der Schaaf Irene, Vos Iris, Ruigrok Ynte, Velthuis Birgitta, Kuijf Hugo 4 Apr 2022,

Assessment of manual and automated intracranial artery diameter measurements

Vos Iris, Ophelders Maud, Ruigrok Ynte, Velthuis Birgitta, Kuijf Hugo 21 Mar 2022,

All research output

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