Hugo Kuijf

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

Links:

• GitHub
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Publications

• Detectability and accuracy of computational measurements of in-silico and physical representations of enlarged perivascular spaces from magnetic resonance images
  Duarte Coello, Roberto, Valdés Hernández, Maria Del C, Zwanenburg, Jaco J M, van der Velden, Moniek, Kuijf, Hugo J, De Luca, Alberto, Moyano, José Bernal, Ballerini, Lucia, Chappell, Francesca M, Brown, Rosalind, Jan Biessels, Geert, Wardlaw, Joanna M Mar 2024 in Journal of Neuroscience Methods 403
• Graph convolutional networks for automated intracranial artery labeling
  Vos, Iris N, Ruigrok, Ynte M, Bhat, Ishaan R, Timmins, Kimberley M, Velthuis, Birgitta K, Kuijf, Hugo J Feb 2024 in Journal of Medical Imaging 11 (1),
• NnU-Net versus mesh growing algorithm as a tool for the robust and timely segmentation of neurosurgical 3D images in contrast-enhanced T1 MRI scans
  de Boer, Mathijs, Kos, Tessa, Fick, Tim, van Doormaal, Jesse, Colombo, Elisa, Kuijf, Hugo, Robe, PAJT, Regli, L.P.E., Bartels, Lambertus, van Doormaal, TPC Feb 2024 in Acta Neurochirurgica 166 (1),
• Where is VALDO?: VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021
  ALFA study Jan 2024 in Medical Image Analysis 91
• Three-Dimensional Morphological Change of Intracranial Aneurysms Before and Around Rupture
  Kamphuis, Maarten J, Timmins, Kimberley M, Kuijf, Hugo J, de Graaf, Eva K L, Rinkel, Gabriel J E, Vergouwen, Mervyn D I, van der Schaaf, Irene C Jan 2024 in Neurosurgery
• Sex Differences in Poststroke Cognitive Impairment: A Multicenter Study in 2343 Patients With Acute Ischemic Stroke
  Exalto, Lieza G, Weaver, Nick A, Kuijf, Hugo J, Aben, Hugo P, Bae, Hee-Joon, Best, Jonathan G, Bordet, Régis, Chen, Christopher P L H, van der Giessen, Ruben S, Godefroy, Olivier, Gyanwali, Bibek, Hamilton, Olivia K L, Hilal, Saima, Huenges Wajer, Irene M C, Kim, Jonguk, Kappelle, L Jaap, Kim, Beom Joon, Köhler, Sebastian, de Kort, Paul L M, Koudstaal, Peter J, Lim, Jae-Sung, Makin, Stephen D J, Mok, Vincent C T, van Oostenbrugge, Robert J, Roussel, Martine, Staals, Julie, Valdés-Hernández, Maria Del C, Venketasubramanian, Narayanaswamy, Verhey, Frans R J, Wardlaw, Joanna M, Werring, David J, Xu, Xin, van Zandvoort, Martine J E, Biesbroek, J Matthijs, Chappell, Francesca M, Biessels, Geert Jan Sep 2023 in Stroke 54 (9), p. 2296-2303
• Bayesian modeling disentangles language versus executive control disruption in stroke
  Hartwigsen, Gesa, Lim, Jae-Sung, Bae, Hee-Joon, Yu, Kyung-Ho, Kuijf, Hugo J, Weaver, Nick A, Biesbroek, J Matthijs, Kopal, Jakub, Bzdok, Danilo Sep 2023 in bioRxiv
• 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 Jul 2023 in Lancet Neurology 22 (7), p. 602-618
• Strategic white matter hyperintensity locations for cognitive impairment: A multicenter lesion-symptom mapping study in 3525 memory clinic patients
  Alzheimer's Disease Neuroimaging Initiative Jun 2023 in Alzheimer's & Dementia 19 (6), p. 2420-2432
• Strategic infarct locations for post-stroke depressive symptoms: a lesion- and disconnection-symptom mapping study
  Weaver, Nick A, Lim, Jae-Sung, Schilderinck, Janniek, Biessels, Geert Jan, Kang, Yeonwook, Kim, Beom Joon, Kuijf, Hugo J, Lee, Byung-Chul, Lee, Keon-Joo, Yu, Kyung-Ho, Bae, Hee-Joon, Biesbroek, J Matthijs Apr 2023 in Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 8 (4), p. 387-396
• Carotid Artery Stenosis and Progression of Hemispheric Brain Atrophy: The SMART-MR Study
  UCC-SMART Study Group Apr 2023 in Cerebrovascular Diseases 52 (2), p. 226-233
• 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. Apr 2023 in Human Brain Mapping 44 (6), p. 2266-2278
• Calibration techniques for node classification using graph neural networks on medical image data
  Vos, Iris, Bhat, Ishaan, Velthuis, Birgitta, Ruigrok, Ynte, Kuijf, Hugo apr 2023 in Calibration techniques for node classification using graph neural networks on medical image data: Medical Imaging with Deep Learning. 2023. p. (; vol. )
• White Matter Hyperintensity Volume and Poststroke Cognition: An Individual Patient Data Pooled Analysis of 9 Ischemic Stroke Cohort Studies
  de Kort, Floor A S, Coenen, Mirthe, Weaver, Nick A, Kuijf, Hugo J, Aben, Hugo P, Bae, Hee-Joon, Bordet, Régis, Cammà, Guido, Chen, Christopher P L H, Dewenter, Anna, Duering, Marco, Fang, Rong, van der Giessen, Ruben S, Hamilton, Olivia K L, Hilal, Saima, Huenges Wajer, Irene M C, Kan, Cheuk Ni, Kim, Jonguk, Kim, Beom Joon, Köhler, Sebastian, de Kort, Paul L M, Koudstaal, Peter J, Lim, Jae-Sung, Lopes, Renaud, Mok, Vincent C T, Staals, Julie, Venketasubramanian, Narayanaswamy, Verhagen, Charlotte M, Verhey, Frans R J, Wardlaw, Joanna M, Xu, Xin, Yu, Kyung-Ho, Biesbroek, J Matthijs, Biessels, Geert Jan Dec 2023 in Stroke 54 (12), p. 3021-3029
• Geometric Deep Learning using Vascular Surface Meshes for Modality-Independent Unruptured Intracranial Aneurysm Detection
  Timmins, Kimberley M, Van der Schaaf, Irene C, Vos, Iris N, Ruigrok, Ynte M, Velthuis, Birgitta K, Kuijf, Hugo J Nov 2023 in IEEE Transactions on Medical Imaging 42 (11), p. 3451-3460
• Spatial distributions of white matter hyperintensities on brain MRI: A pooled analysis of individual participant data from 11 memory clinic cohorts
  Alzheimer's Disease Neuroimaging Initiative 2023 in Neuroimage: Clinical [E] 40 p. 103547
• Assessment of cerebral vascular abnormality quantification technique to aid aneurysm localization
  De Donno, Giulia, Timmins, Kimberley, Kuijf, Hugo 2023 in Assessment of cerebral vascular abnormality quantification technique to aid aneurysm localization: Medical Imaging 2023 p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12467)
• Implications of quantitative susceptibility mapping at 7 Tesla MRI for microbleeds detection in cerebral small vessel disease
  Perosa, Valentina, Rotta, Johanna, Yakupov, Renat, Kuijf, Hugo J, Schreiber, Frank, Oltmer, Jan T, Mattern, Hendrik, Heinze, Hans-Jochen, Düzel, Emrah, Schreiber, Stefanie 2023 in Frontiers in Neurology 14
• Why is the Winner the Best?
  Eisenmann, M., Reinke, A., Weru, V., Tizabi, M. D., Isensee, F., Adler, T. J., Ali, S., Andrearczyk, V., Aubreville, M., Baid, U., Bakas, S., Balu, N., Bano, S., Bernal, J., Bodenstedt, S., Casella, A., Cheplygina, V., Daum, M., De Bruijne, M., Depeursinge, A., Dorent, R., Egger, J., Ellis, D. G., Engelhardt, S., Ganz, M., Ghatwary, N., Girard, G., Godau, P., Gupta, A., Hansen, L., Harada, K., Heinrich, M., Heller, N., Hering, A., Huaulmé, A., Jannin, P., Kavur, A. E., Kodym, O., Kozubek, M., Li, J., Li, H., Ma, J., Martín-Isla, C., Menze, B., Noble, A., Oreiller, V., Padoy, N., Pati, S., Payette, K., Rädsch, T., Rafael-Patiño, J., Bawa, V. Singh, Speidel, S., Sudre, C. H., Van Wijnen, K., Wagner, M., Wei, D., Yamlahi, A., Yap, M. H., Yuan, C., Zenk, M., Zia, A., Zimmerer, D., Aydogan, D., Bhattarai, B., Bloch, L., Brüngel, R., Cho, J., Choi, C., Dou, Q., Ezhov, I., Friedrich, C. M., Fuller, C., Gaire, R. R., Galdran, A., García Faura, A., Grammatikopoulou, M., Hong, S., Jahanifar, M., Jang, I., Kadkhodamohammadi, A., Kang, I., Kofler, F., Kondo, S., Kuijf, H., Li, M., Luu, M., Martinčič, T., Morais, P., Naser, M. A., Oliveira, B., Owen, D., Pang, S., Park, J., Park, S., Płotka, S., Puybareau, E., Rajpoot, N., Ryu, K., Saeed, N., Shephard, A., Shi, P., Štepec, D., Subedi, R., Tochon, G., Torres, H. R., Urien, H., Vilaça, J. L., Wahid, K. A., Wang, H., Wang, J., Wang, L., Wang, X., Wiestler, B., Wodzinski, M., Xia, F., Xie, J., Xiong, Z., Yang, S., Yang, Y., Zhao, Z., Maier-Hein, K., Jäger, P. F., Kopp-Schneider, A., Maier-Hein, L. 2023 in Why is the Winner the Best?: Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 p. 19955-19966 (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June)
• 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, Utrecht VCI Study Group Sep 2022 in Brain Structure and Function 227 (7), p. 2553-2567
• 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, UCC-SMART Study Group Jun 2022 in American Journal of Neuroradiology 43 (6), p. 829-836
• Blood Flow Velocity Pulsatility and Arterial Diameter Pulsatility Measurements of the Intracranial Arteries Using 4D PC-MRI
  van Hespen, Kees M, Kuijf, Hugo J, Hendrikse, Jeroen, Luijten, Peter R, Zwanenburg, Jaco J M Apr 2022 in Neuroinformatics 20 (2), p. 317-326
• 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. Apr 2022 in Cerebral Circulation - Cognition and Behavior 3 p. 1-9
• Progressive GANomaly: anomaly detection with progressively growing GANs
  Madzia-Madzou, Djennifer, Kuijf, Hugo apr 2022 in Progressive GANomaly: anomaly detection with progressively growing GANs: Proc. SPIE 12032, Medical Imaging 2022: Image Processing p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12032)
• Improving automated intracranial artery labeling using atlas-based features in graph convolutional nets
  Vos, Iris, Ruigrok, Ynte, Timmins, Kimberley, Velthuis, Birgitta, Kuijf, Hugo apr 2022 in Improving automated intracranial artery labeling using atlas-based features in graph convolutional nets: Conference proceedings of SPIE 12032, Medical Imaging 2022: Image Processing p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 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 apr 2022 in Deep learning with vessel surface meshes for intracranial aneurysm detection: Proc. SPIE 12033, Medical Imaging 2022: Computer-Aided Diagnosis p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12033)
• Quantification of Calcium in Peripheral Arteries of the Lower Extremities: Comparison of Different CT Scanners and Scoring Platforms
  van der Star, Simone, de Jong, Daan J, Bleys, Ronald L A W, Kuijf, Hugo J, Schilham, Arnold, de Jong, Pim A, Kok, Madeleine Mar 2022 in Investigative Radiology 57 (3), p. 141-147
• Relationship between 3D Morphologic Change and 2D and 3D Growth of Unruptured Intracranial Aneurysms
  Timmins, Kimberley, Kuijf, Hugo, Vergouwen, Mervyn, Ruigrok, Ynte, Velthuis, Birgitta, van der Schaaf, Irene Mar 2022 in American Journal of Neuroradiology 43 (3), p. 416-421
• Association of Early MRI Characteristics With Subsequent Epilepsy and Neurodevelopmental Outcomes in Children With Tuberous Sclerosis Complex
  Hulshof, Hanna M, Kuijf, Hugo J, Kotulska, Katarzyna, Curatolo, Paolo, Weschke, Bernhard, Riney, Kate, Krsek, Pavel, Feucht, Martha, Nabbout, Rima, Lagae, Lieven, Jansen, Anna, Otte, Wim M, Lequin, Maarten H, Sijko, Kamil, Benvenuto, Arianna, Hertzberg, Christoph, Benova, Barbora, Scholl, Theresa, De Ridder, Jessie, Aronica, EleonoraM A, Kwiatkowski, David J, Jozwiak, Sergiusz, Jurkiewicz, Elzbieta, Braun, Kees, Jansen, Floor E, EPISTOP consortium Mar 2022 in Neurology 98 (12), p. e1216-e1225
• Assessment of manual and automated intracranial artery diameter measurements
  Vos, Iris, Ophelders, Maud, Ruigrok, Ynte, Velthuis, Birgitta, Kuijf, Hugo mar 2022 in Assessment of manual and automated intracranial artery diameter measurements: Conference proceedings of SPIE 12035, Medical Imaging 2022: Image Perception, Observer Performance, and Technology Assessment p. (; vol. )
• Association Between Cerebral Cortical Microinfarcts and Perilesional Cortical Atrophy on 3T MRI
  Ferro, Doeschka A, Kuijf, Hugo J, Hilal, Saima, van Veluw, Susanne J, van Veldhuizen, Daniëlle, Venketasubramanian, Narayanaswamy, Tan, Boon Yeow, Biessels, Geert Jan, Chen, Christopher Feb 2022 in Neurology 98 (6), p. E612-E622
• White matter hyperintensity shape is associated with cognitive functioning - the SMART-MR study
  UCC-SMART Study Group Dec 2022 in Neurobiology of Aging 120 p. 81-87
• 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. dec 2022 in Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural Networks: Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging p. 103-112 (Lecture Notes in Computer Science; vol. 13755)
• Brain Deep Medullary Veins on 7T MRI in Dutch-Type Hereditary Cerebral Amyloid Angiopathy
  van Harten, Thijs W., Heijmans, Anne, van Rooden, Sanneke, Wermer, Marieke J.H., van Osch, Matthias J.P., Kuijf, Hugo J., van Veluw, Susannne, Greenberg, Steven M., van Buchem, Mark A., van der Grond, Jeroen, van Walderveen, Marianne A.A. Oct 2022 in Journal of Alzheimer's disease : JAD 90 (1), p. 381-388
• Computed tomography-based calcium scoring in cadaver leg arteries: Influence of dose, reader, and reconstruction algorithm
  de Jong, Daan J, van der Star, Simone, Bleys, Ronald L A W, Schilham, Arnold M R, Kuijf, Hugo J, de Jong, Pim A, Kok, Madeleine Jan 2022 in European Journal of Radiology 146
• Network impact score is an independent predictor of post-stroke cognitive impairment: A multicenter cohort study in 2341 patients with acute ischemic stroke
  Biesbroek, J Matthijs, Weaver, Nick A, Aben, Hugo P, Kuijf, Hugo J, Abrigo, Jill, Bae, Hee-Joon, Barbay, Mélanie, Best, Jonathan G, Bordet, Régis, Chappell, Francesca M, Chen, Christopher P L H, Dondaine, Thibaut, van der Giessen, Ruben S, Godefroy, Olivier, Gyanwali, Bibek, Hamilton, Olivia K L, Hilal, Saima, Huenges Wajer, Irene M C, Kang, Yeonwook, Kappelle, L Jaap, Kim, Beom Joon, Köhler, Sebastian, de Kort, Paul L M, Koudstaal, Peter J, Kuchcinski, Gregory, Lam, Bonnie Y K, Lee, Byung-Chul, Lee, Keon-Joo, Lim, Jae-Sung, Lopes, Renaud, Makin, Stephen D J, Mendyk, Anne-Marie, Mok, Vincent C T, Oh, Mi Sun, van Oostenbrugge, Robert J, Roussel, Martine, Shi, Lin, Staals, Julie, Valdés-Hernández, Maria Del C, Venketasubramanian, Narayanaswamy, Verhey, Frans R J, Wardlaw, Joanna M, Werring, David J, Xin, Xu, Yu, Kyung-Ho, van Zandvoort, Martine J E, Zhao, Lei, Biessels, Geert Jan 2022 in Neuroimage: Clinical [E] 34 p. 1-7
• Extending Probabilistic U-Net Using MC-Dropout to Quantify Data and Model Uncertainty
  Bhat, Ishaan, Kuijf, Hugo J. 2022 in Extending Probabilistic U-Net Using MC-Dropout to Quantify Data and Model Uncertainty: Brainlesion p. 555-559 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12963 LNCS)
• Generalized Probabilistic U-Net for Medical Image Segementation
  Bhat, Ishaan, Pluim, Josien P.W., Kuijf, Hugo J. 2022 in Generalized Probabilistic U-Net for Medical Image Segementation: Uncertainty for Safe Utilization of Machine Learning in Medical Imaging - 4th International Workshop, UNSURE 2022, Held in Conjunction with MICCAI 2022, Proceedings p. 113-124 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13563 LNCS)
• Comparing methods of detecting and segmenting unruptured intracranial aneurysms on TOF-MRAS: The ADAM challenge
  Timmins, Kimberley, van der Schaaf, Irene, Bennink, E, Ruigrok, Ynte, Velthuis, BK, Kuijf, Hugo Sep 2021 in NeuroImage 238
• Reliability and Agreement of 2D and 3D Measurements on MRAs for Growth Assessment of Unruptured Intracranial Aneurysms
  Timmins, Kimberley, Kuijf, Hugo, Vergouwen, Mervyn, Otten, Maarten, Ruigrok, Ynte, Velthuis, BK, van der Schaaf, Irene Sep 2021 in American Journal of Neuroradiology 42 (9), p. 1598-1603
• Intracranial vessel wall lesions on 7T MRI and MRI features of cerebral small vessel disease-The SMART-MR study
  Zwartbol, Maarten Ht, van der Kolk, Anja G, Kuijf, Hugo J, Witkamp, Theo D, Ghaznawi, Rashid, Hendrikse, Jeroen, Geerlings, Mirjam I, UCC-SMART Study Group* Jun 2021 in Journal of Cerebral Blood Flow and Metabolism 41 (6), p. 1219-1228
• Strategic infarct locations for post-stroke cognitive impairment: a pooled analysis of individual patient data from 12 acute ischaemic stroke cohorts
  Weaver, Nick A., Kuijf, Hugo J., Aben, Hugo P., Abrigo, Jill, Bae, Hee Joon, Barbay, Mélanie, Best, Jonathan G., Bordet, Régis, Chappell, Francesca M., Chen, Christopher P.L.H., Dondaine, Thibaut, van der Giessen, Ruben S., Godefroy, Olivier, Gyanwali, Bibek, Hamilton, Olivia K.L., Hilal, Saima, Huenges Wajer, Irene M.C., Kang, Yeonwook, Kappelle, L. Jaap, Kim, Beom Joon, Köhler, Sebastian, de Kort, Paul L.M., Koudstaal, Peter J., Kuchcinski, Gregory, Lam, Bonnie Y.K., Lee, Byung Chul, Lee, Keon Joo, Lim, Jae Sung, Lopes, Renaud, Makin, Stephen D.J., Mendyk, Anne Marie, Mok, Vincent C.T., Oh, Mi Sun, van Oostenbrugge, Robert J., Roussel, Martine, Shi, Lin, Staals, Julie, Del C Valdés-Hernández, Maria, Venketasubramanian, Narayanaswamy, Verhey, Frans R.J., Wardlaw, Joanna M., Werring, David J., Xin, Xu, Yu, Kyung Ho, van Zandvoort, Martine J.E., Zhao, Lei, Biesbroek, J. Matthijs, Biessels, Geert Jan Jun 2021 in Lancet Neurology 20 (6), p. 448-459
• Detection of Cerebral Microbleeds With Venous Connection at 7 Tesla MRI
  Rotta, Johanna, Perosa, Valentina, Yakupov, Renat, Kuijf, Hugo J, Schreiber, Frank, Dobisch, Laura, Oltmer, Jan, Assmann, Anne, Speck, Oliver, Heinze, Hans-Jochen, Acosta-Cabronero, Julio, Düzel, Emrah, Schreiber, Stefanie Apr 2021 in Neurology 96 (16), p. e2048-e2057
• Using uncertainty estimation to reduce false positives in liver lesion detection
  Bhat, Ishaan, Kuijf, Hugo J., Cheplygina, Veronika, Pluim, Josien P.W. apr 2021 in Using uncertainty estimation to reduce false positives in liver lesion detection: 2021 IEEE 18th International Symposium on Biomedical Imaging, ISBI 2021 p. 663-667 (Proceedings - International Symposium on Biomedical Imaging; vol. 2021-April)
• The Impact of Strategic White Matter Hyperintensity Lesion Location on Language
  Hilal, Saima, Biesbroek, J Matthijs, Vrooman, Henri, Chong, Eddie, Kuijf, Hugo J, Venketasubramanian, Narayanaswamy, Cheng, Ching-Yu, Wong, Tien Yin, Biessels, Geert Jan, Chen, Christopher Feb 2021 in The American Journal of Geriatric Psychiatry 29 (2), p. 156-165
• Variational Autoencoders with a Structural Similarity Loss in Time of Flight MRAs
  Timmins, Kimberley, van der Schaaf, Irene, Velthuis, BK, Ruigrok, Ynte, Kuijf, Hugo feb 2021 in Variational Autoencoders with a Structural Similarity Loss in Time of Flight MRAs: Proceedings SPIE 11596, Medical Imaging 2021: Image Processing, 115963A p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596)
• Bringing AI to the clinic: blueprint for a vendor-neutral AI deployment infrastructure
  Leiner, Tim, Bennink, E, Mol, Christian, Kuijf, Hugo, Veldhuis, WB Dec 2021 in Insights Into Imaging [E] 12 (1), p. 11
• An anomaly detection approach to identify chronic brain infarcts on MRI
  van Hespen, Kees M, Zwanenburg, Jaco J M, Dankbaar, Jan W, Geerlings, Mirjam I, Hendrikse, Jeroen, Kuijf, Hugo J Dec 2021 in Scientific Reports 11 (1),
• Cortical cerebral microinfarcts on 7T MRI: Risk factors, neuroimaging correlates and cognitive functioning - The Medea-7T study
  Zwartbol, Maarten Ht, Rissanen, Ina, Ghaznawi, Rashid, de Bresser, Jeroen, Kuijf, Hugo J, Blom, Kim, Witkamp, Theo D, Koek, Huiberdina L, Biessels, Geert Jan, Hendrikse, Jeroen, Geerlings, Mirjam I Nov 2021 in Journal of Cerebral Blood Flow and Metabolism 41 (11), p. 3127-3138
• Post-stroke cognitive impairment on the Mini-Mental State Examination primarily relates to left middle cerebral artery infarcts
  Weaver, Nick A, Kancheva, Angelina K, Lim, Jae-Sung, Biesbroek, J Matthijs, Wajer, Irene Mc Huenges, Kang, Yeonwook, Kim, Beom J, Kuijf, Hugo J, Lee, Byung-Chul, Lee, Keon-Joo, Yu, Kyung-Ho, Biessels, Geert Jan, Bae, Hee-Joon Oct 2021 in International Journal of Stroke 16 (8), p. 981-989
• Anatomy of phonemic and semantic fluency: A lesion and disconnectome study in 1231 stroke patients
  Biesbroek, J Matthijs, Lim, Jae-Sung, Weaver, Nick A, Arikan, Gozdem, Kang, Yeonwook, Kim, Beom Joon, Kuijf, Hugo J, Postma, Albert, Lee, Byung-Chul, Lee, Keon-Joo, Yu, Kyung-Ho, Bae, Hee-Joon, Biessels, Geert Jan Oct 2021 in Cortex 143 p. 148-163
• Subvoxel vessel wall thickness measurements of the intracranial arteries using a convolutional neural network
  van Hespen, Kees M, Zwanenburg, Jaco J M, Hendrikse, Jeroen, Kuijf, Hugo J Jan 2021 in Medical Image Analysis 67 p. 1-10
• Arterial Remodeling of the Intracranial Arteries in Patients With Hypertension and Controls: A Postmortem Study
  van Hespen, Kees M, Mackaaij, Claire, Waas, Ingeborg S E, de Bree, Marloes P, Zwanenburg, Jaco J M, Kuijf, Hugo J, Daemen, Mat J A P, Hendrikse, Jeroen, Hermkens, Dorien M A Jan 2021 in Hypertension 77 (1), p. 135-146
• Zooming in on cerebral small vessel function in small vessel diseases with 7T MRI: Rationale and design of the “ZOOM@SVDs” study
  van den Brink, Hilde, Kopczak, Anna, Arts, Tine, Onkenhout, Laurien, Siero, Jeroen C.W., Zwanenburg, Jaco J.M., Duering, Marco, Blair, Gordon W., Doubal, Fergus N., Stringer, Michael S., Thrippleton, Michael J., Kuijf, Hugo J., de Luca, Alberto, Hendrikse, Jeroen, Wardlaw, Joanna M., Dichgans, Martin, Biessels, Geert Jan, SVDs@target group Jan 2021 in Cerebral Circulation - Cognition and Behavior 2
• The Effects of Intracranial Stenosis on Cerebral Perfusion and Cognitive Performance
  Hilal, Saima, Mutsaerts, Henri J M M, Ferro, Doeschka A, Petr, Jan, Kuijf, Hugo J, Biessels, Geert Jan, Chen, Christopher 2021 in Journal of Alzheimer's Disease 79 (3), p. 1369-1380
• Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning
  de Vos, Vera, Timmins, Kimberley, van der Schaaf, Irene, Ruigrok, Ynte, Velthuis, BK, Kuijf, Hugo 2021 in Automatic Cerebral Vessel Extraction in TOF-MRA Using Deep Learning: Medical Imaging 2021: Image Processing p. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11596)
• Generative lesion pattern decomposition of cognitive impairment after stroke
  Bonkhoff, Anna K, Lim, Jae-Sung, Bae, Hee-Joon, Weaver, Nick A, Kuijf, Hugo J, Biesbroek, J Matthijs, Rost, Natalia S, Bzdok, Danilo 2021 in Brain communications 3 (2),
• MixLacune: Segmentation of lacunes of presumed vascular origin
  Kutnar, Denis, van der Velden, Bas, Girones Sanguesa, Marta, Geerlings, Mirjam I, Biesbroek, Matthijs, Kuijf, Hugo 2021 in MixLacune: Segmentation of lacunes of presumed vascular origin: "Where is VALDO?" challenge, MICCAI 2021 p. (; vol. )
• MixMicrobleed: Multi-stage detection and segmentation of cerebral microbleeds
  Girones Sanguesa, Marta, Kutnar, Denis, van der Velden, Bas, Kuijf, Hugo 2021 in MixMicrobleed: Multi-stage detection and segmentation of cerebral microbleeds: "Where is VALDO?" challenge, MICCAI 2021 p. (; vol. )
• MixMicrobleedNet: segmentation of cerebral microbleeds using nnU-Net
  Kuijf, Hugo 2021 in MixMicrobleedNet: segmentation of cerebral microbleeds using nnU-Net: "Where is VALDO?'' challenge, MICCAI 2021 p. (; vol. )
• Cortical microinfarcts in memory clinic patients are associated with reduced cerebral perfusion
  Ferro, DA, Mutsaerts, Henk-Jan, Hilal, Saima, Kuijf, Hugo J, Petersen, Esben T, Petr, Jan, van Veluw, Susanne J, Venketasubramanian, Narayanaswamy, Yeow, Tan Boon, Biessels, Geert Jan, Chen, Christopher Sep 2020 in Journal of Cerebral Blood Flow and Metabolism 40 (9), p. 1869-1878
• TSC2 pathogenic variants are predictive of severe clinical manifestations in TSC infants: results of the EPISTOP study
  Ogórek, Barbara, Hamieh, Lana, Hulshof, Hanna M, Lasseter, Kathryn, Klonowska, Katarzyna, Kuijf, Hugo, Moavero, Romina, Hertzberg, Christoph, Weschke, Bernhard, Riney, Kate, Feucht, Martha, Scholl, Theresa, Krsek, Pavel, Nabbout, Rima, Jansen, Anna C, Benova, Barbora, Aronica, Eleonora, Lagae, Lieven, Curatolo, Paolo, Borkowska, Julita, Sadowski, Krzysztof, Domańska-Pakieła, Dorota, Janson, Stef, Kozlowski, Piotr, Urbanska, Malgorzata, Jaworski, Jacek, Jozwiak, Sergiusz, Jansen, Floor E, Kotulska, Katarzyna, Kwiatkowski, David J, EPISTOP Consortium members Sep 2020 in Genetics in Medicine 22 (9), p. 1489-1497
• High white matter hyperintensity burden in strategic white matter tracts relates to worse global cognitive performance in community-dwelling individuals
  Biesbroek, J Matthijs, Lam, Bonnie Y K, Zhao, Lei, Tang, Yumi, Wang, Zhaolu, Abrigo, Jill, Chu, Winnie W C, Wong, Adrian, Shi, Lin, Kuijf, Hugo J, Biessels, Geert Jan, Mok, Vincent C T Jul 2020 in Journal of the Neurological Sciences 414 p. 1-6
• Contrast leakage distant from the hematoma in patients with spontaneous ICH: A 7 T MRI study
  Jolink, Wilmar MT, Lindenholz, Arjen, van Etten, Ellis S, van Nieuwenhuizen, Koen M, Schreuder, Floris Hbm, Kuijf, Hugo J, van Osch, Matthias Jp, Hendrikse, Jeroen, Rinkel, Gabriel Je, Wermer, Marieke JH, Klijn, Catharina JM May 2020 in Journal of Cerebral Blood Flow and Metabolism 40 (5), p. 1002-1011
• Temporal Dynamics of Cortical Microinfarcts in Cerebral Small Vessel Disease
  Ter Telgte, Annemieke, Wiegertjes, Kim, Gesierich, Benno, Baskaran, Brendon Sri, Marques, José P, Kuijf, Hugo J, Norris, David G, Tuladhar, Anil M, Duering, Marco, de Leeuw, Frank-Erik May 2020 in JAMA Neurology 77 (5), p. 643-647
• Microbleeds colocalize with enlarged juxtacortical perivascular spaces in amnestic mild cognitive impairment and early Alzheimer's disease: A 7 Tesla MRI study
  Bouvy, Willem H, van Veluw, Susanne J, Kuijf, Hugo J, Zwanenburg, Jaco Jm, Kappelle, Jaap L, Luijten, Peter R, Koek, Huiberdina L, Geerlings, Mirjam I, Biessels, Geert J, Utrecht Vascular Cognitive Impairment (VCI) Study group Apr 2020 in Journal of Cerebral Blood Flow and Metabolism 40 (4), p. 739-746
• Perinatal thalamic injury: MRI predictors of electrical status epilepticus in sleep and long-term neurodevelopment
  van den Munckhof, Bart, Zwart, Anne F, Weeke, Lauren C, Claessens, Nathalie H P, Plate, Joost D J, Leemans, Alexander, Kuijf, Hugo J, van Teeseling, Heleen C, Leijten, Frans S S, Benders, Manon J N, Braun, Kees P J, de Vries, Linda S, Jansen, Floor E Apr 2020 in Neuroimage: Clinical [E] 26
• Patient-specific fine-tuning of convolutional neural networks for follow-up lesion quantification
  Jansen, Mariëlle, Kuijf, Hugo, Dhara, Ashis K., Weaver, Nick, Biessels, Geert Jan, Strand, Robin, Pluim, JPW Nov 2020 in Journal of Medical Imaging 7 (6), p. 1-15
• ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies
  Mutsaerts, Henk J M M, Petr, Jan, Groot, Paul, Vandemaele, Pieter, Ingala, Silvia, Robertson, Andrew D, Václavů, Lena, Groote, Inge, Kuijf, Hugo, Zelaya, Fernando, O'Daly, Owen, Hilal, Saima, Wink, Alle Meije, Kant, Ilse, Caan, Matthan W A, Morgan, Catherine, de Bresser, Jeroen, Lysvik, Elisabeth, Schrantee, Anouk, Bjørnebekk, Astrid, Clement, Patricia, Shirzadi, Zahra, Kuijer, Joost P A, Wottschel, Viktor, Anazodo, Udunna C, Pajkrt, Dasja, Richard, Edo, Bokkers, Reinoud P H, Reneman, Liesbeth, Masellis, Mario, Günther, Matthias, MacIntosh, Bradley J, Achten, Eric, Chappell, Michael A, van Osch, Matthias J P, Golay, Xavier, Thomas, David L, De Vita, Enrico, Bjørnerud, Atle, Nederveen, Aart, Hendrikse, Jeroen, Asllani, Iris, Barkhof, Frederik Oct 2020 in NeuroImage 219
• Influence of Comorbidity of Cerebrovascular Disease and Amyloid-beta on Alzheimer's Disease
  Yassi, Nawaf, Hilal, Saima, Xia, Ying, Lim, Yen Ying, Watson, Rosie, Kuijf, Hugo, Fowler, Christopher, Yates, Paul, Maruff, Paul, Martins, Ralph, Ames, David, Chen, Christopher, Rowe, Christopher C, Villemagne, Victor L, Salvado, Olivier, Desmond, Patricia M, Masters, Colin L 2020 in Journal of Alzheimer's Disease 73 (3), p. 897-907
• Small vessel disease lesion type and brain atrophy: The role of co-occurring amyloid
  Heinen, Rutger, Groeneveld, Onno N, Barkhof, Frederik, de Bresser, Jeroen, Exalto, Lieza G, Kuijf, Hugo J, Prins, Niels D, Scheltens, Philip, van der Flier, Wiesje M, Biessels, Geert Jan, TRACE‐VCI study group 2020 in Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring 12 (1), p. 1-11
• Vascular Risk Factors of Hippocampal Subfield Volumes in Persons without Dementia: The Medea 7T Study
  Blom, Kim, Koek, Huiberdina L, Zwartbol, Maarten H T, Ghaznawi, Rashid, Kuijf, Hugo J, Witkamp, Theo D, Hendrikse, Jeroen, Biessels, Geert Jan, Geerlings, Mirjam I, UCC-SMART Study Group 2020 in Journal of Alzheimer's Disease 77 (3), p. 1223-1239
• Sex differences in memory clinic patients with possible vascular cognitive impairment
  Exalto, Lieza G, Boomsma, Jooske M F, Babapour Mofrad, Rosha, Barkhof, Frederik, Groeneveld, Onno N, Heinen, Rutger, Kuijf, Hugo J, Leeuwis, Anna E, Prins, Niels D, Biessels, Geert Jan, Vd Flier, Wiesje M, TRACE‐VCI study group 2020 in Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring 12 (1), p. 1-10
• Brain Infarct Segmentation and Registration on MRI or CT for Lesion-symptom Mapping
  Biesbroek, J Matthijs, Kuijf, Hugo J, Weaver, Nick A, Zhao, Lei, Duering, Marco, Meta VCI Map consortium, Biessels, Geert Jan Sep 2019 in Jove-Journal of visualized experiments 2019 (151),
• Impact of white matter hyperintensity location on depressive symptoms in memory-clinic patients: a lesion–symptom mapping study
  Leeuwis, Anna E., Weaver, Nick A., Biesbroek, J. Matthijs, Exalto, Lieza G., Kuijf, Hugo J., Hooghiemstra, Astrid M., Prins, Niels D., Scheltens, Philip, Barkhof, Frederik, van der Flier, Wiesje M., Biessels, Geert Jan Jul 2019 in Journal of Psychiatry and Neuroscience 44 (4), p. E1-E10
• Cortical Microinfarcts and White Matter Connectivity in Memory Clinic Patients
  Ferro, DA, Heinen, R, de Brito Robalo, BM, Kuijf, HJ, Biessels, GJ, Reijmer, YD, Utrecht Vascular Cognitive Impairment (VCI) Study group Jun 2019 in Frontiers in Neurology 10 (JUN), p. 571
• Automatic classification of focal liver lesions based on MRI and risk factors
  Jansen, MJA, Kuijf, HJ, Veldhuis, WB, Wessels, FJ, Viergever, MA, Pluim, JPW May 2019 in PLoS ONE [E] 14 (5),
• Quantifying cardiac-induced brain tissue expansion using DENSE
  Adams, Ayodeji L., Kuijf, Hugo J., Viergever, Max A., Luijten, Peter R., Zwanenburg, Jaco J.M. Feb 2019 in NMR in Biomedicine 32 (2), p. e4050
• The association between lacunes and white matter hyperintensity features on MRI: The SMART-MR study
  Ghaznawi, Rashid, Geerlings, Mirjam I, Jaarsma-Coes, Myriam G, Zwartbol, Maarten Ht, Kuijf, Hugo J, van der Graaf, Yolanda, Witkamp, Theo D, Hendrikse, Jeroen, de Bresser, Jeroen, SMART Study Group Dec 2019 in Journal of Cerebral Blood Flow and Metabolism 39 (12), p. 2486-2496
• The Meta VCI Map consortium for meta-analyses on strategic lesion locations for vascular cognitive impairment using lesion-symptom mapping: Design and multicenter pilot study
  Weaver, Nick A, Zhao, Lei, Biesbroek, J Matthijs, Kuijf, Hugo J, Aben, Hugo P, Bae, Hee-Joon, Caballero, Miguel Á A, Chappell, Francesca M, Chen, Christopher P L H, Dichgans, Martin, Duering, Marco, Georgakis, Marios K, van der Giessen, Ruben S, Gyanwali, Bibek, Hamilton, Olivia K L, Hilal, Saima, Vom Hofe, Elise M, de Kort, Paul L M, Koudstaal, Peter J, Lam, Bonnie Y K, Lim, Jae-Sung, Makin, Stephen D J, Mok, Vincent C T, Shi, Lin, Valdés Hernández, Maria C, Venketasubramanian, Narayanaswamy, Wardlaw, Joanna M, Wollenweber, Frank A, Wong, Adrian, Xin, Xu, Meta VCI Map consortium, Biessels, Geert Jan Dec 2019 in Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring 11 (1), p. 310-326
• Volumetric assessment of extracranial carotid artery aneurysms
  de Vries, E E, van Laarhoven, C J H C M, Kuijf, H J, Hazenberg, C E V B, van Herwaarden, J A, Viergever, M A, de Borst, G J Dec 2019 in Scientific Reports 9 (1),
• Cerebral amyloid burden is associated with white matter hyperintensity location in specific posterior white matter regions
  Weaver, Nick A, Doeven, Thomas, Barkhof, Frederik, Biesbroek, J Matthijs, Groeneveld, Onno N, Kuijf, Hugo J, Daniël Prins, Niels, Scheltens, Philip, Teunissen, Charlotte E, van der Flier, Wiesje M, Biessels, Geert Jan, TRACE-VCI study group Dec 2019 in Neurobiology of Aging 84 p. 225-234
• Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge
  Kuijf, Hugo J, Biesbroek, J Matthijs, de Bresser, Jeroen, Heinen, Rutger, Andermatt, Simon, Bento, Mariana, Berseth, Matt, Belyaev, Mikhail, Cardoso, M Jorge, Casamitjana, Adria, Collins, D Louis, Dadar, Mahsa, Georgiou, Achilleas, Ghafoorian, Mohsen, Jin, Dakai, Khademi, April, Knight, Jesse, Li, Hongwei, Llado, Xavier, Luna, Miguel, Mahmood, Qaiser, McKinley, Richard, Mehrtash, Alireza, Ourselin, Sebastien, Park, Bo-Yong, Park, Hyunjin, Park, Sang Hyun, Pezold, Simon, Puybareau, Elodie, Rittner, Leticia, Sudre, Carole H, Valverde, Sergi, Vilaplana, Veronica, Wiest, Roland, Xu, Yongchao, Xu, Ziyue, Zeng, Guodong, Zhang, Jianguo, Zheng, Guoyan, Chen, Christopher, van der Flier, Wiesje, Barkhof, Frederik, Viergever, Max A, Biessels, Geert Jan Nov 2019 in IEEE Transactions on Medical Imaging 38 (11), p. 2556-2568
• Performance of five automated white matter hyperintensity segmentation methods in a multicenter dataset
  Heinen, Rutger, Steenwijk, Martijn D., Barkhof, Frederik, Biesbroek, J. Matthijs, van der Flier, Wiesje M., Kuijf, H. J., Prins, N. D., Vrenken, Hugo, Biessels, Geert Jan, de Bresser, Jeroen, Vriens, E., TRACE-VCI study group Nov 2019 in Scientific Reports 9 (1),
• The contribution of acute infarcts to cerebral small vessel disease progression
  Ter Telgte, Annemieke, Wiegertjes, Kim, Gesierich, Benno, Marques, José P, Huebner, Mathias, de Klerk, Jabke J, Schreuder, Floris H B M, Araque Caballero, Miguel A, Kuijf, Hugo J, Norris, David G, Klijn, Catharina J M, Dichgans, Martin, Tuladhar, Anil M, Duering, Marco, de Leeuw, Frank-Erik Oct 2019 in Annals of Neurology 86 (4), p. 582-592
• Liver segmentation and metastases detection in MR images using convolutional neural networks
  Jansen, Mariëlle J A, Kuijf, Hugo J, Niekel, Maarten, Veldhuis, Wouter B, Wessels, Frank J, Viergever, Max A, Pluim, Josien P W Oct 2019 in Journal of Medical Imaging 6 (4),
• Intracranial Vessel Wall Magnetic Resonance Imaging Does Not Allow for Accurate and Precise Wall Thickness Measurements: An Ex Vivo Study
  van Hespen, Kees M., Zwanenburg, Jaco J.M., Harteveld, Anita A., Luijten, Peter R., Hendrikse, Jeroen, Kuijf, Hugo J. Oct 2019 in Stroke 50 (10), p. e283-e284
• The Clinical Phenotype of Vascular Cognitive Impairment in Patients with Type 2 Diabetes Mellitus
  Groeneveld, Onno N, Moneti, Costanza, Heinen, Rutger, de Bresser, Jeroen, Kuijf, Hugo J, Exalto, Lieza G, Boomsma, Jooske M F, Kappelle, L Jaap, Barkhof, Frederik, Prins, Niels D, Scheltens, Philip, van der Flier, Wiesje M, Biessels, Geert Jan, TRACE-VCI study group Jan 2019 in Journal of Alzheimer's Disease 68 (1), p. 311-322
• Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation
  Jansen, MJA, Kuijf, HJ, Pluim, JPW jan 2019 at Optimal input configuration of dynamic contrast enhanced MRI in convolutional neural networks for liver segmentation
• Subvoxel vessel wall thickness measurements from vessel wall MR images
  van Hespen, KM, Zwanenburg, JJM, Hendrikse, J, Kuijf, HJ jan 2019 at Subvoxel vessel wall thickness measurements from vessel wall MR images
• Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing
  van der Velden, BHM, de Vos, Bob D., Loo, Claudette E., Kuijf, HJ, Isgum, I, Gilhuijs, KG 2019 in Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing: SPIE Medical Imaging p. (; vol. )
• Strategic infarct location for post-stroke cognitive impairment: A multivariate lesion-symptom mapping study
  Zhao, Lei, Biesbroek, J. Matthijs, Shi, Lin, Liu, Wenyan, Kuijf, Hugo J., Chu, Winnie W.C., Abrigo, Jill M., Lee, Ryan K.L., Leung, Thomas W.H., Lau, Alexander Y.L., Biessels, Geert J., Mok, Vincent, Wong, Adrian Aug 2018 in Journal of Cerebral Blood Flow and Metabolism 38 (8), p. 1299-1311
• Data on vessel wall thickness measurements of intracranial arteries derived from human circle of Willis specimens
  Harteveld, Anita A., Denswil, Nerissa P., Hecke, Wim Van, Kuijf, Hugo J., Vink, Aryan, Spliet, Wim G.M., Daemen, Mat J., Luijten, Peter R., Zwanenburg, Jaco J.M., Hendrikse, Jeroen, Kolk, Anja G. van der Aug 2018 in Data in Brief 19 p. 6-12
• Body representation disorders predict left right orientation impairments after stroke: A voxel-based lesion symptom mapping study
  van Stralen, Haike E., Dijkerman, H. Chris, Biesbroek, J. Matthijs, Kuijf, Hugo J., van Gemert, H. Maarten A, Sluiter, David, Kappelle, L. Jaap, van Zandvoort, Martine J.E. Jul 2018 in Cortex 104 (july), p. 140-153
• Ex vivo vessel wall thickness measurements of the human circle of Willis using 7T MRI
  Harteveld, Anita A., Denswil, Nerissa P., Van Hecke, Wim, Kuijf, Hugo J., Vink, Aryan, Spliet, Wim G.M., Daemen, Mat J., Luijten, Peter R., Zwanenburg, Jaco J.M., Hendrikse, Jeroen, van der Kolk, Anja G. Jun 2018 in Atherosclerosis 273 p. 106-114
• Automatic classification of focal liver lesions based on clinical DCE-MR and T2-weighted images: A feasibility study
  Jansen, M. J.A., Kuijf, H. J., Pluim, J. P.W. may 2018 in Automatic classification of focal liver lesions based on clinical DCE-MR and T2-weighted images:A feasibility study 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018 p. 245-248 (; vol. )
• Automated Multi-Atlas Segmentation of Hippocampal and Extrahippocampal Subregions in Alzheimer's Disease at 3T and 7T: What Atlas Composition Works Best?
  Xie, Long, Shinohara, Russell T, Ittyerah, Ranjit, Kuijf, Hugo J, Pluta, John B, Blom, Kim, Kooistra, Minke, Reijmer, Yael D, Koek, Huiberdina L, Zwanenburg, Jaco J M, Wang, Hongzhi, Luijten, Peter R, Geerlings, Mirjam I, Das, Sandhitsu R, Biessels, Geert Jan, Wolk, David A, Yushkevich, Paul A, Wisse, Laura E M Apr 2018 in Journal of Alzheimer's Disease 63 (1), p. 217-225
• Impact of different palliative systemic treatments on skeletal muscle mass in metastatic colorectal cancer patients
  Kurk, Sophie A, Peeters, Petra H M, Dorresteijn, Bram, de Jong, Pim A, Jourdan, Marion, Kuijf, Hugo J, Punt, Cornelis J A, Koopman, Miriam, May, Anne M Oct 2018 in J Cachexia Sarcopenia Muscle 9 (5), p. 909-919
• White matter hyperintensity shape and location feature analysis on brain MRI; Proof of principle study in patients with diabetes
  De Bresser, Jeroen, Kuijf, Hugo J., Zaanen, Karlijn, Viergever, Max A., Hendrikse, Jeroen, Biessels, Geert Jan, Utrecht Vascular Cognitive Impairment study group Jan 2018 in Scientific Reports 8 (1), p. 1-10
• Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI
  Moeskops, Pim, de Bresser, Jeroen, Kuijf, Hugo J., Mendrik, AM, Biessels, Geert Jan, Pluim, Josien P.W., Išgum, Ivana 2018 in Neuroimage: Clinical [E] 17 p. 251-262
• Brain imaging correlates of mild cognitive impairment and early dementia in patients with type 2 diabetes mellitus
  Groeneveld, O., Reijmer, Y., Heinen, R., Kuijf, H., Koekkoek, P., Janssen, J., Rutten, G., Kappelle, L., Biessels, G., COG-ID study group 2018 in NMCD : Nutrition metabolism and cardiovascular diseases 28 (12), p. 1253-1260
• Automatic detection of cortical microinfarcts on 3T brain MRI using deep convolutional neural networks
  Kuijf, Hugo, Veta, Mitko, Hilal, Saima, van Veluw, Susanne, Viergever, Max A., Pluim, JPW, Chen, Christopher, Biessels, Geert Jan 2018 at Automatic detection of cortical microinfarcts on 3T brain MRI using deep convolutional neural networks
• Performance of fully automatic methods for the segmentation of white matter hyperintensities; results of the WMH segmentation challenge
  Kuijf, Hugo 2018 at Performance of fully automatic methods for the segmentation of white matter hyperintensities; results of the WMH segmentation challenge
• Evaluation of motion correction for clinical dynamic contrast enhanced MRI of the liver
  Jansen, M. J.A., Kuijf, H. J., Veldhuis, W. B., Wessels, F. J., Van Leeuwen, M. S., Pluim, J. P.W. Sep 2017 in Physics in Medicine and Biology 62 (19), p. 7556-7568
• High-resolution intracranial vessel wall MRI in an elderly asymptomatic population: comparison of 3T and 7T
  Harteveld, Anita A, van der Kolk, Anja G, van der Worp, HB, Dieleman, Nikki, Siero, JCW, Kuijf, Hugo J, Frijns, CJM, Luijten, Peter R, Zwanenburg, Jaco J M, Hendrikse, J Apr 2017 in European Radiology 27 (4), p. 1585–1595
• Reduced vascular amyloid burden at microhemorrhage sites in cerebral amyloid angiopathy
  van Veluw, Susanne J., Kuijf, Hugo J., Charidimou, Andreas, Viswanathan, Anand, Biessels, Geert Jan, Rozemuller, Annemieke J M, Frosch, Matthew P., Greenberg, Steven M. Mar 2017 in Acta Neuropathologica 133 (3), p. 409-415
• Corrigendum to “The right hemisphere is dominant in organization of visual search—A study in stroke patients” [Behav. Brain Res. 304 (2016) 71–79]((S0166432816300626)(10.1016/j.bbr.2016.02.004))
  ten Brink, Antonia F., Biesbroek, J. Matthijs, Kuijf, Hugo J., Van der Stigchel, Stefan, Oort, Quirien, Visser-Meily, Johanna M A, Nijboer, Tanja C W Feb 2017 in Behavioural Brain Research 319 p. 234
• Evolution of cerebral microbleeds after cranial irradiation in medulloblastoma patients
  Roongpiboonsopit, Duangnapa, Kuijf, Hugo J., Charidimou, Andreas, Xiong, Li, Vashkevich, Anastasia, Martinez-Ramirez, Sergi, Shih, Helen A., Gill, Corey M., Viswanathan, Anand, Dietrich, Jorg Feb 2017 in Neurology 88 (8), p. 789-796
• Morphological characteristics of diffuse idiopathic skeletal hyperostosis in the cervical spine
  Bakker, Jessica T, Kuperus, Jonneke S , Kuijf, Hugo J, Oner, F Cumhur, de Jong, Pim A, Verlaan, Jorrit-Jan Nov 2017 in PLoS ONE [E] 12 (11), p. 1-11
• Visuospatial Functioning in Cerebral Amyloid Angiopathy: A Pilot Study
  Valenti, Raffaella, Charidimou, Andreas, Xiong, Li, Boulouis, Gregoire, Fotiadis, Panagiotis, Ayres, Alison, Riley, Grace, Kuijf, Hugo J., Reijmer, Yael D., Pantoni, Leonardo, Gurol, M. Edip, Davidsdottir, Sigurros, Greenberg, Steven M., Viswanathan, Anand 2017 in Journal of Alzheimer's Disease 56 (4), p. 1223-1227
• Abnormalities of Cerebral Deep Medullary Veins on 7 Tesla MRI in Amnestic Mild Cognitive Impairment and Early Alzheimer's Disease: A Pilot Study
  Bouvy, Willem H, Kuijf, Hugo J, Zwanenburg, Jaco J M, Koek, Huiberdina L, Kappelle, L Jaap, Luijten, Peter R, Ikram, M Kamran, Biessels, Geert Jan, Utrecht Vascular Cognitive Impairment (VCI) Study group 2017 in Journal of Alzheimer's Disease 57 (3), p. 705-710
• Assessment of blood flow velocity and pulsatility in cerebral perforating arteries with 7-T quantitative flow MRI
  Bouvy, W. H., Geurts, L. J., Kuijf, H. J., Luijten, P. R., Kappelle, L. J., Biessels, G. J., Zwanenburg, J. J M Sep 2016 in NMR in Biomedicine 29 (9), p. 1295-1304
• Cover Image, Volume 29, Issue 9
  Bouvy, W. H., Geurts, L. J., Kuijf, H. J., Luijten, P. R., Kappelle, L. J., Biessels, G. J., Zwanenburg, J. J M Sep 2016 in NMR in Biomedicine 29 (9), p. 1
• Strong evidence for pattern separation in human dentate gyrus
  Berron, David, Schütze, Hartmut, Maass, Anne, Cardenas-Blanco, Arturo, Kuijf, Hugo J., Kumaran, Dharshan, Düzel, Emrah Jul 2016 in Journal of Neuroscience 36 (29), p. 7569-7579
• Automated hippocampal subfield segmentation at 7T MRI
  Wisse, L. E M, Kuijf, H. J., Honingh, A. M., Wang, H., Pluta, J. B., Das, S. R., Wolk, D. A., Zwanenburg, J. J M, Yushkevich, P. A., Geerlings, M. I. Jun 2016 in American Journal of Neuroradiology 37 (6), p. 1050-1057
• The right hemisphere is dominant in organization of visual search-A study in stroke patients
  Ten Brink, Antonia F., Biesbroek, Matthijs, Kuijf, Hugo J., Van der Stigchel, Stefan, Oort, Quirien, Visser-Meily, Johanna M A, Nijboer, Tanja C W May 2016 in Behavioural Brain Research 304 p. 71-79
• Impact of Strategically Located White Matter Hyperintensities on Cognition in Memory Clinic Patients with Small Vessel Disease
  Biesbroek, J. Matthijs, Weaver, Nick A., Hilal, Saima, Kuijf, Hugo J., Ikram, Kamran, Xu, Xin, Tan, Boon Yeow, Venketasubramanian, Narayanaswamy, Postma, Albert, Biessels, Geert Jan, Chen, Christopher P L H Nov 2016 in PLoS ONE [E] 11 (11),
• Quantification of deep medullary veins at 7 T brain MRI
  Kuijf, Hugo J., Bouvy, Willem H., Zwanenburg, Jaco J M, Schultz, Tom B Razoux, Viergever, Max A., Vincken, Koen L., Biessels, Geert Jan Oct 2016 in European Radiology 26 (10), p. 3412-3418
• Erratum to "Subfields of the hippocampal formation at 7T MRI: In vivo volumetric assessment" [NeuroImage 61 (2012) 1043-1049]
  Wisse, L. E M, Gerritsen, L., Zwanenburg, J. J M, Kuijf, H. J., Luijten, P. R., Biessels, G. J., Geerlings, M. I. Jan 2016 in NeuroImage 125 p. 1176-1177
• Supervised novelty detection in brain tissue classification with an application to white matter hyperintensities
  Kuijf, Hugo J., Moeskops, Pim, De Vos, Bob D., Bouvy, Willem H., De Bresser, Jeroen, Biessels, Geert Jan, Viergever, Max A., Vincken, Koen L. 2016 in Supervised novelty detection in brain tissue classification with an application to white matter hyperintensities: Medical Imaging 2016 p. (Proceedings of SPIE; vol. 9784)
• Employing visual analytics to aid the design of white matter hyperintensity classifiers
  Raidou, Renata Georgia, Kuijf, Hugo J., Sepasian, Neda, Pezzotti, Nicola, Bouvy, Willem H., Breeuwer, Marcel, Vilanova, Anna 2016 in Employing visual analytics to aid the design of white matter hyperintensity classifiers: Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 p. 97-105 (Lecture Notes in Computer Science; vol. 9901)
• Cortical microinfarcts on 3T MRI: Clinical correlates in memory-clinic patients
  Van Veluw, Susanne J., Hilal, Saima, Kuijf, Hugo J., Ikram, Mohammad Kamran, Xin, Xu, Yeow, Tan Boon, Venketasubramanian, Narayanaswamy, Biessels, Geert Jan, Chen, Christopher Dec 2015 in Alzheimer's & Dementia 11 (12), p. 1500-1509
• Distinct anatomical correlates of discriminability and criterion setting in verbal recognition memory revealed by lesion-symptom mapping
  Biesbroek, J. Matthijs, van Zandvoort, Martine J E, Kappelle, L. Jaap, Schoo, Linda, Kuijf, Hugo J., Velthuis, BK, Biessels, Geert Jan, Postma, Albert Jan 2015 in Human Brain Mapping 36 (4), p. 1292-1303
• Microstructural brain abnormalities in Huntington's disease: A two-year follow-up
  Odish, Omar F F, Leemans, A, Reijntjes, Robert H A M, van den Bogaard, Simon J A, Dumas, Eve M., Wolterbeek, Ron, Tax, Chantal M W, Kuijf, Hugo J., Vincken, Koen L., van der Grond, Jeroen, Roos, Raymund A C Jan 2015 in Human Brain Mapping 36 (6), p. 2061-2074
• Automated detection of periventricular veins on 7 T brain MRI
  Kuijf, Hugo J., Bouvy, Willem H., Zwanenburg, Jaco J M, Viergever, Max A., Biessels, Geert Jan, Vincken, Koen L. 2015 in Automated detection of periventricular veins on 7 T brain MRI: Progress in Biomedical Optics and Imaging - Proceedings of SPIE p. (; vol. )
• Cerebral microbleeds after whole brain radiation therapy in medulloblastoma patients
  Roongpiboonsopit, Duangnapa, Alstein, Lily, Kuijf, HJ, Charidimou, Andreas, Xiong, Li, Vashkevich, Anastasia, Martinez-Ramirez, Sergi, Shih, Helen, Viswanathan, Anand, Dietrich, Jorg 2015 at Cerebral microbleeds after whole brain radiation therapy in medulloblastoma patients
• MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans
  Mendrik, Adriënne M., Vincken, Koen L., Kuijf, Hugo J., Breeuwer, Marcel, Bouvy, Willem H., De Bresser, Jeroen, Alansary, Amir, De Bruijne, Marleen, Carass, Aaron, El-Baz, Ayman, Jog, Amod, Katyal, Ranveer, Khan, Ali R., Van Der Lijn, Fedde, Mahmood, Qaiser, Mukherjee, Ryan, Van Opbroek, Annegreet, Paneri, Sahil, Pereira, Sérgio, Persson, Mikael, Rajchl, Martin, Sarikaya, Duygu, Smedby, Örjan, Silva, Carlos A., Vrooman, Henri A., Vyas, Saurabh, Wang, Chunliang, Zhao, Liang, Biessels, Geert Jan, Viergever, Max A. 2015 in Computational Intelligence and Neuroscience 2015
• Hippocampal Disconnection in Early Alzheimer's Disease: A 7 Tesla MRI Study
  Wisse, Laura E. M., Reijmer, Yael D., ter Telgte, Annemieke, Kuijf, Hugo J., Leemans, Alexander, Luijten, Peter R., Koek, Huiberdina L., Geerlings, Mirjam I., Biessels, Geert Jan, Utrecht Vasc Cognitive Impairment 2015 in Journal of Alzheimer's Disease 45 (4), p. 1247-1256
• The anatomy of visuospatial construction revealed by lesion-symptom mapping
  Biesbroek, J.M., van Zandvoort, M.J.E., Kuijf, H.J., Weaver, N.A., Kappelle, L.J., Vos, P.C., Velthuis, B.K., Biessels, G.J., Utrecht Vascular Cognitive Impairment Study Group, x, et al, X, Postma, A. 2014 in Neuropsychologia 62 (1), p. 68-76
• Cerebral cortical microinfarcts at 7Tesla MRI in patients with early Alzheimer's disease
  van Veluw, S.J., Heringa, S.M., Kuijf, H.J., Koek, H.L., Luijten, P.R., Utrecht Vascular Cognitive Impairment Study Group, x, et al, X, Biessels, G.J. 2014 in Journal of Alzheimer's Disease 39 (1), p. 163-167
• Cerebral microvascular lesions on high-resolution 7-tesla MRI in patients with type 2 diabetes
  Brundel, M., Reijmer, Y.D., van Veluw, S.J., Kuijf, H.J., Luijten, P.R., Kappelle, L.J., Algra, A., Rutten, G.E.H.M., Utrecht Vascular Cognitive Impairment Study Group, x, Biessels, G.J. 2014 in Diabetes 63 (10), p. 3523-3529
• Hippocampal subfield volumes at 7T in early Alzheimer's disease and normal aging
  Wisse, L.E.M., Biessels, G.J., Heringa, S.M., Kuijf, H.J., Koek, D.H., Luijten, P.R., Utrecht Vascular Cognitive Impairment Study Group, x, et al, X, Geerlings, M.I. 2014 in Neurobiology of Aging 35 (9), p. 2039-2045
• Visualization of the aneurysm wall: a 7.0-tesla magnetic resonance imaging study
  Kleinloog, R., Korkmaz, E., Zwanenburg, J.J.M., Kuijf, H.J., Visser, F., Blankena, R., Post, J.A., Ruigrok, Y.M., Luijten, P.R., Regli, L.P.E., Rinkel, G.J.E., Verweij, B.H. 2014 in Neurosurgery 75 (6), p. 614-622
• Automatic extraction of the midsagittal surface from brain MR images using the kullback-leibler measure
  Kuijf, H.J., van Veluw, S.J., Geerlings, M.I., Viergever, M.A., Biessels, G.J., Vincken, K.L. 2014 in Neuroinformatics 12 (3), p. 395-403
• Visualization of perivascular spaces and perforating arteries with 7 T magnetic resonance imaging
  Bouvy, W.H., Biessels, G.J., Kuijf, H.J., Kappelle, L.J., Luijten, P.R., Zwanenburg, J.J.M. 2014 in Investigative Radiology 49 (5), p. 307-313
• Tracking of cell nuclei for assessment of in vitro uptake kinetics in ultrasound-mediated drug delivery using fibered confocal fluorescence microscopy
  Derieppe, M.P.P., de Senneville, B.D., Kuijf, H.J., Moonen, C.T.W., Bos, C. 2014 in Molecular Imaging and Biology 16 (5), p. 642-651
• The added value of diffusion tensor imaging for automated white matter hyperintensity segmentation
  Kuijf, Hugo J., Tax, Chantal M W, Zaanen, L. Karlijn, Bouvy, Willem H., de Bresser, Jeroen, Leemans, Alexander, Viergever, Max A., Biessels, Geert Jan, Vincken, Koen L. 2014 in The added value of diffusion tensor imaging for automated white matter hyperintensity segmentation: Mathematics and Visualization p. 45-53 (Mathematics and Visualization; vol. 39)
• Registration of brain CT images to an MRI template for the purpose of lesion-symptom mapping
  Kuijf, Hugo J., Biesbroek, J. Matthijs, Viergever, Max A., Biessels, Geert Jan, Vincken, Koen L. sep 2013 in Registration of brain CT images to an MRI template for the purpose of lesion-symptom mapping: Multimodal Brain Image Analysis - Third International Workshop, MBIA 2013, Held in Conjunction with MICCAI 2013, Proceedings p. 119-128 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8159 LNCS)
• Observer performance in semi-automated microbleed detection
  Kuijf, HJ, Brundel, M, de Bresser, JHJM, Viergever, MA, Biessels, GJ, Geerlings, MI, Vincken, KL jun 2013 in Observer performance in semi-automated microbleed detection: Proc. SPIE 8673, Medical Imaging 2013: Image Perception, Observer Performance, and Technology Assessment p. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8673)
• Assessment of methods to extract the mid-sagittal plane from brain MR images
  Kuijf, H.J., Leemans, A., Viergever, M.A., Vincken, K.L. mar 2013 in Assessment of methods to extract the mid-sagittal plane from brain MR images: SPIE Medical Imaging p. 86731K (; vol. )
• Semi-automated detection of cerebral microbleeds on 3.0 T MR images
  Kuijf, H.J., Brundel, M., de Bresser, J.H.J.M., van Veluw, S.J., Heringa, S.M., Viergever, M.A., Biessels, G.J., Vincken, K.L. 2013 in PLoS ONE [E] 8 (6), p. e66610
• Hippocampal T2 hyperintensities on 7 Tesla MRI
  van Veluw, S.J., Wisse, L.E.M., Kuijf, H.J., Spliet, W.G.M., Hendrikse, J., Luijten, P.R., Geerlings, M.I., Biessels, G.J. 2013 in Neuroimage: Clinical [E] 3 p. 196-201
• Association between Subcortical Vascular Lesion Location and Cognition: A Voxel-Based and Tract-Based Lesion-Symptom Mapping Study. The SMART-MR Study
  Biesbroek, J.M., Kuijf, H.J., van der Graaf, Y., Vincken, K.L., Postma, A., Mali, W.P.T.M., Biessels, G.J., Algra, A., Doevendans, P.A., Grobbee, D.E., Rutten, G.E.H.M., Kappelle, L.J., Moll, F.L., Visseren, F.L.J., SMART Study Group, x, Geerlings, M.I. 2013 in PLoS ONE [E] 8 (4), p. e60541
• Quantitative analysis of the closure pattern of the neurocentral junction as related to preexistent rotation in the normal immature spine.
  Schlosser, T.P., Vincken, K.L., Attrach, H., Kuijf, H.J., Viergever, M.A., Janssen, M.M.A., Castelein, R.M. 2013 in The Spine Journal 13 (7), p. 756-763
• How to assess the reliability of cerebral microbleed rating?
  Kuijf, H.J., van Veluw, S.J., Viergever, M.A., Vincken, K.L., Biessels, G.J. 2013 in Frontiers in Aging Neuroscience [E] 5 p. 57
• Detecting cortical cerebral microinfarcts in 7.0 T MR images
  Kuijf, HJ, Zijlstra, F, van Veluw, SJ, Viergever, MA, Vincken, KL, Biessels, GJ 2013 at Detecting cortical cerebral microinfarcts in 7.0 T MR images
• Automatic Extraction of the Curved Midsagittal Brain Surface on MR Images
  Kuijf, HJ, Viergever, MA, Vincken, KL 2013 in Automatic Extraction of the Curved Midsagittal Brain Surface on MR Images: Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging p. 225-232 (; vol. )
• Subfields of the hippocampal formation at 7T MRI: In vivo volumetric assessment
  Wisse, L. E.M., Gerritsen, L., Zwanenburg, J. J.M., Kuijf, H. J., Luijten, P. R., Biessels, G. J., Geerlings, M. I. Jul 2012 in NeuroImage 61 (4), p. 1043-1049
• Efficient detection of cerebral microbleeds on 7.0T MR images using the radial symmetry transform
  Kuijf, H.J., de Bresser, J.H.J.M., Geerlings, M.I., Conijn, M.M.A., Viergever, M.A., Biessels, G.J., Vincken, K.L. 2012 in NeuroImage 59 (3), p. 2266-2273
• Subfields of the hippocampal formation at 7 T MRI: in vivo volumetric assessment.
  Wisse, L.E.M., Gerritsen, L., Zwanenburg, J.J.M., Kuijf, H.J., Luijten, P.R., Biessels, G.J., Geerlings, M.I. 2012 in NeuroImage 61 (4), p. 1043-1049
• Detecting cerebral microbleeds in 7.0 T MR images using the radial symmetry transform
  Kuijf, HJ, de Bresser, JHJM, Biessels, GJ, Viergever, MA, Vincken, KL 2011 in Detecting cerebral microbleeds in 7.0 T MR images using the radial symmetry transform: 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI'11 p. 758-761 (; vol. )