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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 (141)

Neuroimaging standards for research into small vessel disease-advances since 2013

Duering Marco, Biessels Geert Jan, Brodtmann Amy, Chen Christopher, Cordonnier Charlotte, de Leeuw Frank-Erik, Debette Stéphanie, Frayne Richard, Jouvent Eric, Rost Natalia S, Ter Telgte Annemieke, Al-Shahi Salman Rustam, Backes Walter H, Bae Hee-Joon, Brown Rosalind, Chabriat Hugues, De Luca Alberto, deCarli Charles, Dewenter Anna, Doubal Fergus N, Ewers Michael, Field Thalia S, Ganesh Aravind, Greenberg Steven, Helmer Karl G, Hilal Saima, Jochems Angela C C, Jokinen Hanna, Kuijf Hugo, Lam Bonnie Y K, Lebenberg Jessica, MacIntosh Bradley J, Maillard Pauline, Mok Vincent C T, Pantoni Leonardo, Rudilosso Salvatore, Satizabal Claudia L, Schirmer Markus D, Schmidt Reinhold, Smith Colin, Staals Julie, Thrippleton Michael J, van Veluw Susanne J, Vemuri Prashanthi, Wang Yilong, Werring David, Zedde Marialuisa, Akinyemi Rufus O, Del Brutto Oscar H, Markus Hugh S, Zhu Yi-Cheng, Smith Eric E, Dichgans Martin, Wardlaw Joanna M 23 May 2023, In: The Lancet. Neurology. 22 , p. 602-618 17 p.

Calibration techniques for node classification using graph neural networks on medical image data

Vos Iris, Bhat Ishaan, Velthuis Birgitta, Ruigrok Ynte, Kuijf Hugo 5 Apr 2023,

Disentangling poststroke cognitive deficits and their neuroanatomical correlates through combined multivariable and multioutcome lesion-symptom mapping

Weaver Nick A., Mamdani Muhammad Hasnain, Lim Jae Sung, Biesbroek Johannes Matthijs, Biessels Geert Jan, Huenges Wajer Irene M.C., Kang Yeonwook, Kim Beom Joon, Lee Byung Chul, Lee Keon Joo, Yu Kyung Ho, Bae Hee Joon, Bzdok Danilo, Kuijf Hugo J. 2023, In: Human Brain Mapping. 44 , p. 2266-2278 13 p.

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.

Strategic white matter hyperintensity locations for cognitive impairment:A multicenter lesion-symptom mapping study in 3525 memory clinic patients

Coenen Mirthe, Kuijf Hugo J, Huenges Wajer Irene M C, Duering Marco, Wolters Frank J, Fletcher Evan F, Maillard Pauline M, Barkhof Frederik, Barnes Josephine, Benke Thomas, Boomsma Jooske M F, Chen Christopher P L H, Dal-Bianco Peter, Dewenter Anna, Enzinger Christian, Ewers Michael, Exalto Lieza G, Franzmeier Nicolai, Groeneveld Onno, Hilal Saima, Hofer Edith, Koek Dineke L, Maier Andrea B, McCreary Cheryl R, Padilla Catarina S, Papma Janne M, Paterson Ross W, Pijnenburg Yolande A L, Rubinski Anna, Schmidt Reinhold, Schott Jonathan M, Slattery Catherine F, Smith Eric E, Steketee Rebecca M E, Sudre Carole H, van den Berg Esther, van der Flier Wiesje M, Venketasubramanian Narayanaswamy, Vernooij Meike W, Xin Xu, DeCarli Charles, Biessels Geert Jan, Biesbroek J Matthijs, 12 Dec 2022, In: Alzheimer's & Dementia. 19 , p. 2420-2432 13 p.

Carotid Artery Stenosis and Progression of Hemispheric Brain Atrophy:The SMART-MR Study

Ghaznawi Rashid, Rissanen Ina, de Bresser Jeroen, Kuijf Hugo J, Zuithoff Nicolaas P A, Hendrikse Jeroen, Geerlings Mirjam I, 12 Sep 2022, In: Cerebrovascular diseases (Basel, Switzerland). 52 , p. 226-233 8 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.

All research output

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