1. 2019
  2. 3D regression neural network for the quantification of enlarged perivascular spaces in brain MRI

    Dubost, F., Adams, H., Bortsova, G., Ikram, M. A., Niessen, W., Niessen, W., Vernooij, M., de Bruijne, M. & de Bruijne, M., 2019, In : Medical Image Analysis. 51, p. 89-100

    Research output: Contribution to journalArticleScientificpeer-review

  3. Clinical value of cerebrospinal fluid neurofilament light chain in semantic dementia

    Meeter, L. H. H., Steketee, R. M. E., Salkovic, D., Vos, M. E., Grossman, M., McMillan, C. T., Niessen, W. J., Papma, J. M., De Jong, F. J. & More Authors, 2019, In : Journal of Neurology, Neurosurgery and Psychiatry. 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Detection of mild cognitive impairment in a community-dwelling population using quantitative, multiparametric MRI-based classification

    Bouts, M. J. R. J., van der Grond, J., Vernooij, M. W., Koini, M., Schouten, T. M., de Vos, F., Feis, R. A., Lechner, A., Niessen, W. J. & More Authors, 2019, In : Human Brain Mapping. 40, 9, p. 2711-2722 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  5. Disease progression timeline estimation for Alzheimer's disease using discriminative event based modeling

    Venkatraghavan, V., Bron, E. E., Niessen, W. J. & Klein, S., 2019, In : NeuroImage. 186, p. 518-532

    Research output: Contribution to journalArticleScientificpeer-review

  6. Enlarged perivascular spaces in brain MRI: Automated quantification in four regions

    Dubost, F., Yilmaz, P., Adams, H., Bortsova, G., Ikram, M. A., Niessen, W., Vernooij, M. & de Bruijne, M., 2019, In : NeuroImage. 185, p. 534-544

    Research output: Contribution to journalArticleScientificpeer-review

  7. Event-Based Modeling with High-Dimensional Imaging Biomarkers for Estimating Spatial Progression of Dementia

    Venkatraghavan, V., Dubost, F., Bron, E. E., Niessen, W. J., de Bruijne, M. & Klein, S., 2019, Information Processing in Medical Imaging - 26th International Conference, IPMI 2019, Proceedings. Bao, S., Chung, A. C. S., Gee, J. C. & Yushkevich, P. A. (eds.). Springer Verlag, p. 169-180 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11492 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  8. Full exploitation of high dimensionality in brain imaging: The JPND working group statement and findings

    Adams, H. H. H., Roshchupkin, G. V., DeCarli, C., Franke, B., Grabe, H. J., Habes, M., Jahanshad, N., Medland, S. E., Niessen, W. & More Authors, 2019, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 11, p. 286-290 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Genetic variation underlying cognition and its relation with neurological outcomes and brain imaging

    Knol, M. J., Heshmatollah, A., Cremers, L. G. M., Ikram, M. K., Uitterlinden, A. G., van Duijn, C. M., Niessen, W. J., Vernooij, M. W., Ikram, M. A. & Adams, H. H. H., 2019, In : Aging. 11, 5, p. 1440-1456

    Research output: Contribution to journalArticleScientificpeer-review

  10. Groupwise multichannel image registration

    Guyader, J. M., Huizinga, W., Fortunati, V., Poot, D. H. J., Veenland, J. F., Paulides, M. M., Niessen, W. J. & Klein, S., 2019, In : IEEE Journal of Biomedical and Health Informatics. 23, 3, p. 1171-1180 8373696.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Hydranet: Data Augmentation for Regression Neural Networks

    Dubost, F., Bortsova, G., Adams, H., Ikram, M. A., Niessen, W., Vernooij, M. & de Bruijne, M., 2019, (In preparation) In : ArXiv.org.

    Research output: Contribution to journalArticleScientificpeer-review

  12. Multiple-correlation similarity for block-matching based fast CT to ultrasound registration in liver interventions

    Banerjee, J., Sun, Y., Klink, C., Gahrmann, R., Niessen, W. J., Moelker, A. & van Walsum, T., 2019, In : Medical Image Analysis. 53, p. 132-141

    Research output: Contribution to journalArticleScientificpeer-review

  13. Patterns of functional connectivity in an aging population: The Rotterdam Study

    Zonneveld, H. I., Pruim, R. HR., Bos, D., Vrooman, H. A., Muetzel, R. L., Hofman, A., Rombouts, S. ARB., van der Lugt, A., Niessen, W. J. & More Authors, 2019, In : NeuroImage. 189, p. 432-444

    Research output: Contribution to journalArticleScientificpeer-review

  14. 2018
  15. Trajectories of imaging markers in brain aging: the Rotterdam Study

    Vinke, E. J., de Groot, M., Venkatraghavan, V., Klein, S., Niessen, W. J., Ikram, M. A. & Vernooij, M. W., 1 Nov 2018, In : Neurobiology of Aging. 71, p. 32-40 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Ensemble landmarking of 3D facial surface scans

    De Jong, M. A., Hysi, P., Spector, T., Niessen, W., Koudstaal, M. J., Wolvius, E. B., Kayser, M. & Böhringer, S., 8 Jan 2018, In : Scientific Reports. 8, 1, 12.

    Research output: Contribution to journalArticleScientificpeer-review

  17. Age-dependent association of thyroid function with brain morphology and microstructural organization: Evidence from brain imaging

    Chaker, L., Cremers, L. G. M., Korevaar, T. I. M., De Groot, M., Dehghan, A., Franco, O. H., Niessen, W. J., Ikram, M. A., Peeters, R. P. & Vernooij, M. W., 1 Jan 2018, In : Neurobiology of Aging: age-related phenomena, neurodegeneration and neuropathology. 61, p. 44-51 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Averaged stochastic optimization for medical image registration based on variance reduction

    Sun, W., Poot, D. H. J., Yang, X., Niessen, W. J. & Klein, S., 1 Jan 2018, Biomedical Image Registration - 8th International Workshop, WBIR 2018, Proceedings. Klein, S., Sommer, S., Durrleman, S. & Staring, M. (eds.). Springer Verlag, Vol. 10883 LNCS. p. 69-79 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10883 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  19. White-matter microstructure and hearing acuity in older adults: a population-based cross-sectional DTI study

    Rigters, S. C., Cremers, L. G. M., Ikram, M. A., van der Schroeff, M. P., De Groot, M., Roshchupkin, G. V., Niessen, W. J. N., Baatenburg de Jong, R. J., Goedegebure, A. & Vernooij, M. W., 1 Jan 2018, In : Neurobiology of Aging: age-related phenomena, neurodegeneration and neuropathology. 61, p. 124-131 8 p.

    Research output: Contribution to journalArticleScientificpeer-review

  20. A spatio-temporal reference model of the aging brain

    huizinga, W., Poot, D., Vernooij, M. W., Roshchupkin, G. V., bron, E. E., Ikram, M. A., Rueckert, D., Niessen, W. & Klein, S., 2018, In : NeuroImage. 169, p. 11-22

    Research output: Contribution to journalArticleScientificpeer-review

  21. Added value of multiphase CTA imaging for thrombus perviousness assessment

    Santos, E. M. M., D’Esterre, C. D., Treurniet, K. M., Niessen, W. J., Abou Najm, M., Goyal, M., Demchuk, A. M., Majoie, C. B. L. M., Menon, B. K. & Marquering, H. A., 2018, In : Neuroradiology: a journal devoted to neuroimaging and interventional neuroradiology. 60, 1, p. 71-79

    Research output: Contribution to journalArticleScientificpeer-review

  22. Aortic stiffness and brain integrity in elderly patients with cognitive and functional complaints

    Tap, L., van Opbroek, A., Niessen, W. J., Smits, M. & Mattace-Raso, F. U. S., 2018, In : CLINICAL INTERVENTIONS IN AGING. 13, p. 2161-2167

    Research output: Contribution to journalArticleScientificpeer-review

  23. Automatic normative quantification of brain tissue volume to support the diagnosis of dementia: A clinical evaluation of diagnostic accuracy

    Vernooij, M. W., Jasperse, B., Steketee, R., Koek, M., Vrooman, H., Ikram, M. A., Papma, J., van der Lugt, A., Smits, M. & Niessen, W. J., 2018, In : NeuroImage: Clinical. 20, p. 374-379 6 p.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Brain Volumes and Longitudinal Cognitive Change: A Population-based Study

    Vibha, D., Tiemeier, H., Mirza, S. S., Adams, H. H., Niessen, W. J., Hofman, A., Prasad, K., van der Lugt, A., Vernooij, M. W. & Ikram, M. A., 2018, In : Alzheimer Disease and Associated Disorders. 32, 1, p. 43-49

    Research output: Contribution to journalArticleScientificpeer-review

  25. C-Reactive Protein, Plasma Amyloid-β Levels, and Their Interaction With Magnetic Resonance Imaging Markers

    Hilal, S., Ikram, M. A., Verbeek, M. M., Franco, O. H., Stoops, E., Vanderstichele, H., Niessen, W. J. & Vernooij, M. W., 2018, In : Stroke. 49, 11, p. 2692-2698

    Research output: Contribution to journalArticleScientificpeer-review

  26. Cerebellar growth impairment characterizes school-aged children born preterm without perinatal brain lesions

    Pieterman, K., White, T. J., Van Den Bosch, G. E., Niessen, W. J., Reiss, I. K. M., Tibboel, D., Hoebeek, F. E. & Dudink, J., 2018, In : American Journal of Neuroradiology. 39, 5, p. 956-962 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  27. Classification of malignant and benign liver tumors using a radiomics approach

    Starmans, M. P. A., Miclea, R. L., Van Der Voort, S. R., Niessen, W. J., Thomeer, M. G. & Klein, S., 2018, Medical Imaging 2018: Image Processing. SPIE, Vol. 10574. 105741D

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  28. Contrast-enhancement influences skeletal muscle density, but not skeletal muscle mass, measurements on computed tomography

    van Vugt, J. L. A., Coebergh van den Braak, R. R. J., Schippers, H. J. W., Veen, K. M., Levolger, S., de Bruin, R. W. F., Koek, M., Niessen, W. J., IJzermans, J. N. M. & Willemsen, F. E. J. A., 2018, In : Clinical Nutrition. 37, 5, p. 1707-1714

    Research output: Contribution to journalArticleScientificpeer-review

  29. Differential patterns of age-related cortical and subcortical functional connectivity in 6-to-10 year old children: A connectome-wide association study

    Langen, C. D., Muetzel, R., Blanken, L., van der Lugt, A., Tiemeier, H., Verhulst, F., Niessen, W. J. & White, T., 2018, In : Brain and Behavior. 8, 8, 15 p., e01031.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Disconnection due to white matter hyperintensities is associated with lower cognitive scores

    Langen, C. D., Cremers, L. G. M., de Groot, M., White, T., Ikram, M. A., Niessen, W. J. & Vernooij, M. W., 2018, In : NeuroImage. 183, p. 745-756

    Research output: Contribution to journalArticleScientificpeer-review

  31. Do volume, height and width of the eye determine refractive error? Results from 10-year-old European children from the Generation R Study.

    Tideman, W., Marstal, K., Polling, J. R., Jaddoe, V., Vernooij, M., van der Lugt, A., Niessen, W., Poot, D. & Klaver, C. C. W., 2018, In : Investigative Ophthalmology & Visual Science. 59, 9

    Research output: Contribution to journalMeeting AbstractScientific

  32. END-TO-END DIAGNOSIS AND SEGMENTATION LEARNING FROM CARDIAC MAGNETIC RESONANCE IMAGING

    Snaauw, G., Gong, D., Maicas, G., van den Hengel, A., Niessen, W., Verjans, J. & Carneiro, G., 2018, END-TO-END DIAGNOSIS AND SEGMENTATION LEARNING FROM CARDIAC MAGNETIC RESONANCE IMAGING.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  33. Evaluation of 2D and 3D ultrasound tracking algorithms and impact on ultrasound-guided liver radiotherapy margins

    De Luca, V., Banerjee, J., Hallack, A., Kondo, S., Makhinya, M., Nouri, D., Royer, L., Cifor, A., Niessen, W. J., van Walsum, T. & More Authors, 2018, In : Medical Physics. 45, 11, p. 4986 5003 p.

    Research output: Contribution to journalArticleScientificpeer-review

  34. Exome Chip Analysis Identifies Low-Frequency and Rare Variants in MRPL38 for White Matter Hyperintensities on Brain Magnetic Resonance Imaging

    Jian, X., Satizabal, C. L., Smith, A. V., Wittfeld, K., Bis, J. C., Hsu, F-C., Nho, K., Li, S., Niessen, W. J. & More Authors, 2018, In : Stroke. 49, 8, p. 1812-1819

    Research output: Contribution to journalArticleScientificpeer-review

  35. GENETIC VARIATION UNDERLYING COGNITION AND ITS RELATION WITH NEUROLOGICAL OUTCOMES

    Kool, M. J., Cremers, L. G. M., Heshmatollah, A., Ikram, M. K., Uiterlinden, A. G., van Duijn, C. M., Niessen, W., Vernooij, M. W., Arfan Ikram, M. & Adams, H. H. H., 2018, In : Alzheimer's and Dementia: Translational Research and Clinical Interventions. 14, 7, p. P1652-P1653

    Research output: Contribution to journalArticleScientificpeer-review

  36. Groupwise image registration based on a total correlation dissimilarity measure for quantitative MRI and dynamic imaging data

    Guyader, J. M., Huizinga, W., Poot, D. H. J., van Kranenburg, M., Uitterdijk, A., Niessen, W. J. & Klein, S., 2018, In : Scientific Reports. 8, 1, 14 p., 13112.

    Research output: Contribution to journalArticleScientificpeer-review

  37. Intrasubject multimodal groupwise registration with the conditional template entropy

    Polfliet, M., Klein, S., Huizinga, W., Paulides, M. M., Niessen, W. J. & Vandemeulebroucke, J., 2018, In : Medical Image Analysis. 46, p. 15-25 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Quantification of nonrigid liver deformation in radiofrequency ablation interventions using image registration

    Luu, H. M., Moelker, A., Klein, S., Niessen, W. & Van Walsum, T., 2018, In : Physics in Medicine and Biology. 63, 17, 12 p., 175005.

    Research output: Contribution to journalArticleScientificpeer-review

  39. Reproducible white matter tract segmentation using 3D U-net on a large-scale DTI dataset

    Li, B., de Groot, M., Vernooij, M. W., Ikram, M. A., Niessen, W. J. & Bron, E. E., 2018, Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Shi, Y., Suk, H-I. & Liu, M. (eds.). Springer Verlag, Vol. 11046 LNCS. p. 205-213 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11046 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  40. Thinner retinal layers are associated with changes in the visual pathway: A population-based study

    Mutlu, U., Ikram, M. K., Roshchupkin, G. V., Bonnemaijer, P. W. M., Colijn, J. M., Vingerling, J. R., Niessen, W. J., Ikram, M. A., Klaver, C. C. W. & Vernooij, M. W., 2018, In : Human Brain Mapping. 39, 11, p. 4290-4301 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Towards robust CT-ultrasound registration using deep learning methods

    Sun, Y., Moelker, A., Niessen, W. J. & van Walsum, T., 2018, Understanding and Interpreting Machine Learning in Medical Image Computing Applications - First International Workshops MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Proceedings. Springer Verlag, Vol. 11038 LNCS. p. 43-51 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11038 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  42. 2017
  43. Retinal neurodegeneration and brain MRI markers: The Rotterdam Study

    Mutlu, U., Bonnemaijer, P. W. M., Ikram, M. A., Colijn, J. M., Cremers, L. G. M., Buitendijk, G. H. S., Vingerling, J. R., Niessen, W. J., Vernooij, M. W., Klaver, C. C. W. & Ikram, M. K., 1 Dec 2017, In : Neurobiology of Aging: age-related phenomena, neurodegeneration and neuropathology. 60, p. 183-191 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  44. Genetic susceptibility to multiple sclerosis: Brain structure and cognitive function in the general population

    Ikram, M. A., Vernooij, M. W., Roshchupkin, G. V., Hofman, A., van Duijn, C. M., Uitterlinden, A. G., Niessen, W. J., Hintzen, R. Q. & Adams, H. H., 1 Nov 2017, In : Multiple Sclerosis. 23, 13, p. 1697-1706 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  45. The effect of hippocampal function, volume and connectivity on posterior cingulate cortex functioning during episodic memory fMRI in mild cognitive impairment

    Papma, J. M., Smits, M., De Groot, M., Mattace-Raso, F. U. S., van der Lugt, A., Vrooman, H. A., Niessen, W. J., Koudstaal, P. J., van Swieten, J. C., van der Veen, F. M. & Prins, N. D., 1 Sep 2017, In : European Radiology. 27, 9, p. 3716-3724 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  46. CSF contamination-invariant statistics in conventional diffusion-weighted MRI of the fornix

    Arkesteijn, J., Poot, D., de Groot, M., Ikram, M. A., Niessen, W., van Vliet, L., Vernooij, MW. & Vos, F., 30 Aug 2017, In : Biomedical Physics & Engineering Express. 3, p. 1-14 065003.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Randomly perturbed b-splines for nonrigid image registration

    Niessen, W. J., Sun, W. & Klein, S., 1 Jul 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 7, p. 1401-1413 13 p., 7533440.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Heritability of connectivity and disconnectivity of the brain in a population-based study

    Langen, C. D., Roshchupkin, G., Adams, H. H., De Groot, M., Vos, F., Vernooij, M. W., Ikram, M. A. & Niessen, W. J., 15 Jun 2017, Proceedings of IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 349-353 5 p. 7950535

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  49. Longitudinal analysis of diffusion-weighted MRI with a ball-and-sticks model

    Arkesteijn, G. A. M., Poot, D. H. J., Niestijl, M., Vernooij, M. W., Niessen, W. J., Van Vliet, L. J. & Vos, F. M., 15 Jun 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 783-786 4 p. 7950635

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

  50. Cortical abnormalities in adults and adolescents with major depression based on brain scans from 20 cohorts worldwide in the ENIGMA Major Depressive Disorder Working Group

    Schmaal, L., Hibar, D. P., Sämann, P. G., Hall, G. B., Baune, B. T., Jahanshad, N., Cheung, J. W., Van Erp, T. G. M., Bos, D., Ikram, M. A., Vernooij, M. W., Niessen, W. J., Tiemeier, H., Hofman, A., Wittfeld, K., Grabe, H. J., Janowitz, D., Bülow, R., Selonke, M., Völzke, H. & 61 othersGrotegerd, D., Dannlowski, U., Arolt, V., Opel, N., Heindel, W., Kugel, H., Hoehn, D., Czisch, M., Couvy-Duchesne, B., Rentería, M. E., Strike, L. T., Wright, M. J., Mills, N. T., De Zubicaray, G. I., McMahon, K. L., Medland, S. E., Martin, N. G., Gillespie, N. A., Goya-Maldonado, R., Gruber, O., Krämer, B., Hatton, S. N., Lagopoulos, J., Hickie, I. B., Frodl, T., Carballedo, A., Frey, E. M., Van Velzen, L. S., Penninx, B. W. J. H., Van Tol, M. J., Van Der Wee, N. J., Davey, C. G., Harrison, B. J., Mwangi, B., Cao, B., Soares, J. C., Veer, I. M., Walter, H., Schoepf, D., Zurowski, B., Konrad, C., Schramm, E., Normann, C., Schnell, K., Sacchet, M. D., Gotlib, I. H., MacQueen, G. M., Godlewska, B. R., Nickson, T., McIntosh, A. M., Papmeyer, M., Whalley, H. C., Hall, J., Sussmann, J. E., Li, M., Walter, MT., Aftanas, L., Brack, I., Bokhan, N. A., Thompson, P. M. & Veltman, D. J., 1 Jun 2017, In : Molecular Psychiatry. 22, 6, p. 900-909 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Gray matter heritability in family-based and population-based studies using voxel-based morphometry

    van der Lee, S. J., Roshchupkin, G. V., Adams, H. H., Schmidt, H., Hofer, E., Saba, Y., Schmidt, R., Hofman, A., Amin, N., van Duijn, C. M., Vernooij, M. W., Ikram, M. A. & Niessen, W. J., 1 May 2017, In : Human Brain Mapping. 38, 5, p. 2408-2423 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

  52. Automatic segmentation and quantification of the cardiac structures from non-contrast-enhanced cardiac CT scans

    Shahzad, R., Bos, D., Budde, R. P. J., Pellikaan, K., Niessen, W. J., Van Der Lugt, A. & Van Walsum, T., 11 Apr 2017, In : Physics in Medicine and Biology. 62, 9, p. 3798-3813 16 p.

    Research output: Contribution to journalArticleScientificpeer-review

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