• Groene Loper, Building 15, Gemini-South 2.106, Secretary Rina van Dijck-Postma

    5612 AZ Eindhoven

    Netherlands

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2020

Accelerating implant RF safety assessment using a low-rank inverse update method

Stijnman, P. R. S., Tokaya, J. P., van Gemert, J., Luijten, P. R., Pluim, J. P. W., Brink, W. M., Remis, R. F., van den Berg, C. A. T. & Raaijmakers, A. J. E., 1 May 2020, In : Magnetic Resonance in Medicine. 83, 5, p. 1796-1809 14 p.

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A deep learning method for image-based subject-specific local SAR assessment

Meliadò, E. F., Raaijmakers, A. J. E., Sbrizzi, A., Steensma, B. R., Maspero, M., Savenije, M. H. F., Luijten, P. R. & van den Berg, C. A. T., 1 Feb 2020, In : Magnetic Resonance in Medicine. 83, 2, p. 695-711 17 p.

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1 Citation (Scopus)
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A systematic approach to evaluate practice-based process- and outcome data applied to the treatment of neovascular age-related macular degeneration

van der Reis, M. I., Elshout, M., Berendschot, T. T. J. M., de Jong-Hesse, Y., Webers, C. A. B. & Schouten, J. S. A. G., 9 Jan 2020, In : BMC Ophthalmology. 20, 1, 10 p., 21.

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Automatic corneal nerve fiber segmentation and geometric biomarker quantification

Zhang, D., Huang, F., Khansari, M., Berendschot, T. T. J. M., Xu, X., Dashtbozorg, B., Sun, Y., Zhang, J. & Tan, T., 20 Feb 2020, In : European Physical Journal. Plus. 135, 2, p. 266 16 p.

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Comparison of the intermediate distance of a trifocal IOL with an extended depth-of-focus IOL: results of a prospective randomized trial

Webers, V. S. C., Bauer, N. J. C., Saelens, I. E. Y., Creten, O. J. M., Berendschot, T. T. J. M., van den Biggelaar, F. J. H. M. & Nuijts, R. M. M. A., Feb 2020, In : Journal of Cataract and Refractive Surgery. 46, 2, p. 193-203

Research output: Contribution to journalArticleAcademicpeer-review

Fast contour propagation for MR‐guided prostate radiotherapy using convolutional neural networks

Eppenhof, K. A. J., Maspero, M., Savenije, M. H. F., de Boer, J. C. J., van der Voort van Zyp, J. R. N., Raaymakers, B. W., Raaijmakers, A., Veta, M., van den Berg, C. A. T. & Pluim, J. P. W., 1 Mar 2020, In : Medical Physics. 47, 3, p. 1238-1248 11 p.

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Hierarchical Bayesian myocardial perfusion quantification

Scannell, C. M., Chiribiri, A., Villa, A. D. M., Breeuwer, M. & Lee, J., Feb 2020, In : Medical Image Analysis. 60, 12 p., 101611.

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Microvascular dysfunction is associated with worse cognitive performance the Maastricht study

Rensma, S. P., van Sloten, T. T., Houben, A. J. H. M., Koehler, S., van Boxtel, M. P. J., Berendschot, T. T. J. M., Jansen, J. F. A., Verhey, F. R. J., Kroon, A. A., Koster, A., Backes, W. H., Schaper, N., Dinant, G-J., Schalkwijk, C. G., Henry, R. M. A., Wolfs, E. M. L., van Heumen, M. J. A., Schram, M. T. & Stehouwer, C. D. A., Jan 2020, In : Hypertension. 75, 1, p. 237-245 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

MRI-based transfer function determination through the transfer matrix by jointly fitting the incident and scattered B1+ field

Tokaya, J. P., Raaijmakers, A. J. E., Luijten, P. R., Sbrizzi, A. & van den Berg, C. A. T., 1 Mar 2020, In : Magnetic Resonance in Medicine. 83, 3, p. 1081-1095 15 p.

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Reduced corneal nerve fibre length in prediabetes and type 2 diabetes: the Maastricht Study

de Clerck, E. E. B., Schouten, J. S. A. G., Berendschot, T. T. J. M., Koolschijn, R. S., Nuijts, R. M. M. A., Schram, M. T., Schaper, N. C., Henry, R. M. A., Dagnelie, P. C., Ruggeri, A., Guimarães, P., Stehouwer, C. D. A. & Webers, C. A. B., 3 Feb 2020, In : Acta Ophthalmologica.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Ultrasound based wall stress analysis of abdominal aortic aneurysms using multiperspective imaging

van Disseldorp, E. M. J., van Dronkelaar, J. J., Pluim, J. P. W., van de Vosse, F. N., van Sambeek, M. R. H. M. & Lopata, R. G. P., 1 Jan 2020, In : European Journal of Vascular and Endovascular Surgery. 59, 1, p. 81-91 11 p.

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Open Access
2019
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A survey of crowdsourcing in medical image analysis

Ørting, S., Doyle, A., Hirth, M., van Hilten, A., Inel, O., Madan, C. R., Mavridis, P., Spiers, H. & Cheplygina, V., 25 Feb 2019, In : arXiv. 12 p., 1902.09159.

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Automated clear cell renal carcinoma grade classification with prognostic significance

Tian, K., Rubadue, C. A., Lin, D. I., Veta, M., Pyle, M. E., Irshad, H. & Heng, Y. J., 1 Jan 2019, In : PLoS ONE. 14, 10, 16 p., e0222641.

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Automatic classification of focal liver lesions based on MRI and risk factors

Jansen, M. J. A., Kuijf, H. J., Veldhuis, W. B., Wessels, F. J., Viergever, M. A. & Pluim, J. P. W., May 2019, In : PLoS ONE. 14, 5, 13 p., e0217053.

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Benchmark on automatic 6-month-old infant brain segmentation algorithms: The iSeg-2017 Challenge

Wang, L., Nie, D., Li, G., Puybareau, E., Dolz, J., Zhang, Q., Wang, F., Xia, J., Wu, Z., Chen, J., Thung, K-H., Bui, T. D., Shin, J., Zeng, G., Zheng, G., Fonov, V. S., Doyle, A., Xu, Y., Moeskops, P., Pluim, J. P. W. & 9 others, Desrosiers, C., Ayed, I. B., Sanroma, G., Benkarim, O. M., Casamitjana, A., Vilaplana, V., Lin, W., Li, G. & Shen, D., 27 Feb 2019, In : IEEE Transactions on Medical Imaging. 38, 9, p. 2219-2230

Research output: Contribution to journalArticleAcademicpeer-review

Comparing signal-to-noise ratio for prostate imaging at 7T and 3T

Steensma, B. R., Luttje, M., Voogt, I. J., Klomp, D. W. J., Luijten, P. R., van den Berg, C. A. T. & Raaijmakers, A. J. E., May 2019, In : Journal of Magnetic Resonance Imaging. 49, 5, p. 1446-1455 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

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2 Citations (Scopus)
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Confocal Raman spectroscopy: Evaluation of a non-invasive technique for the detection of topically applied ketorolac tromethamine in vitro and in vivo

Bertens, C. J. F., Zhang, S., Erckens, R. J., van den Biggelaar, F. J. H. M., Berendschot, T. T. J. M., Webers, C. A. B., Nuijts, R. M. M. A. & Gijs, M., 30 Oct 2019, In : International Journal of Pharmaceutics. 570, 9 p., 118641.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)

Correcting time-intensity curves in dynamic contrast-enhanced breast MRI for inhomogeneous excitation fields at 7T

van Rijssel, M. J., Pluim, J. P. W., Chan, H-S. M., van den Wildenberg, L., Schmitz, A. M. T., Luijten, P. R., Gilhuijs, K. G. A. & Klomp, D. W. J., 27 Dec 2019, In : Magnetic Resonance in Medicine.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Deep learning-based prediction of kinetic parameters from myocardial perfusion MRI

Scannell, C. M., Bosch, P. V. D., Chiribiri, A., Lee, J., Breeuwer, M. & Veta, M., 27 Jul 2019, In : arXiv. 4 p., 1907.11899v1.

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Deep-learning-based preprocessing for quantitative myocardial perfusion MRI

Scannell, C. M., Veta, M., Villa, A. D. M., Sammut, E. C., Lee, J., Breeuwer, M. & Chiribiri, A., 11 Nov 2019, In : Journal of Magnetic Resonance Imaging.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Epileptic seizure detection in EEG signals using sparse multiscale radial basis function networks and the Fisher vector approach

Li, Y., Cui, W. G., Huang, H., Guo, Y. Z., Li, K. & Tan, T., 15 Jan 2019, In : Knowledge-Based Systems. 164, p. 96-106 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)

Examination of retinal vascular trajectory in schizophrenia and bipolar disorder

Appaji, A., Nagendra, B., Chako, D. M., Padmanabha, A., Jacob, A., Hiremath, C. V., Varambally, S., Kesavan, M., Venkatasubramanian, G., Rao, S. V., Webers, C. A. B., Berendschot, T. T. J. M. & Rao, N. P., 1 Dec 2019, In : Psychiatry and Clinical Neurosciences. 73, 12, p. 738-744 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Fourier transform on the homogeneous space of 3D positions and orientations for exact solutions to linear PDEs

Duits, R., Bekkers, E. J. & Mashtakov, A., 8 Jan 2019, In : Entropy. 21, 1, 38 p., 38.

Research output: Contribution to journalArticleAcademicpeer-review

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1 Citation (Scopus)
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Habitual higher order aberrations affect Landolt but not Vernier acuity

Reiniger, J. L., Lobecke, A. C., Sabesan, R., Bach, M., Verbakel, F., de Brabander, J., Holz, F. G., Berendschot, T. T. J. M. & Harmening, W. M., 1 May 2019, In : Journal of Vision. 19, 5, p. 1-15 15 p., 11.

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1 Citation (Scopus)
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Hierarchical Bayesian myocardial perfusion quantification

Scannell, C. M., Chiribiri, A., Villa, A. D. M., Breeuwer, M. & Lee, J., 6 Jun 2019, In : arXiv. 2019, 37 p., 1906.02540.

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Homogeneous B1+ for bilateral breast imaging at 7 T using a five dipole transmit array merged with a high density receive loop array

Krikken, E., Steensma, B. R., Voogt, I. J., Luijten, P. R., Klomp, D. W. J., Raaijmakers, A. J. E. & Wijnen, J. P., 1 Feb 2019, In : NMR in Biomedicine. 32, 2, 8 p., 4039.

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2 Citations (Scopus)
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Increased high-density Lipoprotein levels associated with age-related macular degeneration: evidence from the EYE-RISK and European Eye Epidemiology Consortia

European Eye Epidemiology Consortium, EYE-RISK Consortium, Klaver, C. C. W. & Berendschot, T., 1 Mar 2019, In : Ophthalmology. 126, 3, p. 393-406 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

14 Citations (Scopus)

Intersubject specific absorption rate variability analysis through construction of 23 realistic body models for prostate imaging at 7T

Meliadò, E. F., van den Berg, C. A. T., Luijten, P. R. & Raaijmakers, A. J. E., Mar 2019, In : Magnetic Resonance in Medicine. 81, 3, p. 2106-2119 14 p.

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

In vitro and in vivo datasets of topically applied ketorolac tromethamine in aqueous humor using Raman spectroscopy

Zhang, S., Bertens, C. J. F., Erckens, R. J., van den Biggelaar, F. J. H. M., Berendschot, T. T. J. M., Webers, C. A. B., Nuijts, R. M. M. A. & Gijs, M., Dec 2019, In : Data in Brief. 27, 9 p., 104694.

Research output: Contribution to journalArticleAcademicpeer-review

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Learning domain-invariant representations of histological images

Lafarge, M. W., Pluim, J. P. W., Eppenhof, K. A. J. & Veta, M., 16 Jul 2019, In : Frontiers in Medicine. 6, 11 p., 162.

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Liver segmentation and metastases detection in MR images using convolutional neural networks

Jansen, M. J. A., Kuijf, H. J., Niekel, M., Veldhuis, W. B., Wessels, F. J., Viergever, M. A. & Pluim, J. P. W., 1 Oct 2019, In : Journal of Medical Imaging. 6, 4, 10 p., 044003.

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Local SAR assessment for multitransmit systems: a study on the peak local SAR value as a function of magnetic field strength

Raaijmakers, A. J. E. & Steensma, B. R., 2019, In : eMagRes. 8, 1, p. 1-10 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Long-term changes in visual outcomes and ocular morphometrics after myopic and toric phakic intraocular lens implantation: five- and 10-year results

Jonker, S. M. R., Berendschot, T. T. J. M., Ronden, A. E., Saelens, I. E. Y., Bauer, N. J. C. & Nuijts, R. M. M. A., Oct 2019, In : Journal of Cataract and Refractive Surgery. 45, 10, p. 1470-1479 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

Cheplygina, V., de Bruijne, M. & Pluim, J. P. W., May 2019, In : Medical Image Analysis. 54, p. 280-296 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

19 Citations (Scopus)
2 Downloads (Pure)

Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge

Veta, M., Heng, Y. J., Stathonikos, N., Bejnordi, B. E., Beca, F., Wollmann, T., Rohr, K., Shah, M. A., Wang, D., Rousson, M., Hedlund, M., Tellez, D., Ciompi, F., Zerhouni, E., Lanyi, D., Viana, M., Kovalev, V., Liauchuk, V., Phoulady, H. A., Qaiser, T. & 13 others, Graham, S., Rajpoot, N., Sjöblom, E., Molin, J., Paeng, K., Hwang, S., Park, S., Jia, Z., Chang, E. I-C., Xu, Y., Beck, A. H., van Diest, P. J. & Pluim, J. P. W., May 2019, In : Medical Image Analysis. 54, p. 111-121 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

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13 Citations (Scopus)
40 Downloads (Pure)

Progressively trained convolutional neural networks for deformable image registration

Eppenhof, K., Lafarge, M., Veta, M. & Pluim, J., 15 Nov 2019, In : IEEE Transactions on Medical Imaging.

Research output: Contribution to journalArticleAcademicpeer-review

Pulmonary CT registration through supervised learning with convolutional neural networks

Eppenhof, K. A. J. & Pluim, J. P. W., 2 May 2019, In : IEEE Transactions on Medical Imaging. 38, 5, p. 1097-1105 9 p., 8510836.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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7 Citations (Scopus)
68 Downloads (Pure)

Reducing distortions in echo-planar breast imaging at ultrahigh field with high-resolution off-resonance maps

van Rijssel, M. J., Zijlstra, F., Seevinck, P. R., Luijten, P. R., Gilhuijs, K. G. A., Klomp, D. W. J. & Pluim, J. P. W., Jul 2019, In : Magnetic Resonance in Medicine. 82, 1, p. 425-435 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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2 Citations (Scopus)
30 Downloads (Pure)

Retinal oximetry in normal and amblyopic children: a pilot study

Mohan, A., Kemmanu, V., Baliga, S., Patil, M., Madhavrao, B., Webers, C. A. B., Yadav, N. K., Shetty, R. & Berendschot, T. T. J. M., 1 Nov 2019, In : Acta Ophthalmologica. 97, 7, p. 684-687 4 p.

Research output: Contribution to journalArticleAcademicpeer-review

Retinal vascular abnormalities in schizophrenia and bipolar disorder: a window to the brain

Appaji, A., Nagendra, B., Chako, D. M., Padmanabha, A., Hiremath, C. V., Jacob, A., Varambally, S., Kesavan, M., Venkatasubramanian, G., Rao, S. V., Webers, C. A. B., Berendschot, T. T. J. M. & Rao, N. P., Nov 2019, In : Bipolar Disorders. 21, 7, p. 634-641 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

6 Citations (Scopus)

Retinal vascular fractal dimension in bipolar disorder and schizophrenia

Appaji, A., Nagendra, B., Chako, D. M., Padmanabha, A., Hiremath, C. V., Jacob, A., Varambally, S., Kesavan, M., Venkatasubramanian, G., Rao, S. V., Webers, C. A. B., Berendschot, T. T. J. M. & Rao, N. P., 1 Dec 2019, In : Journal of Affective Disorders. 259, p. 98-103 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Retinal vascular tortuosity in schizophrenia and bipolar disorder

Appaji, A., Nagendra, B., Chako, D. M., Padmanabha, A., Jacob, A., Hiremath, C. V., Varambally, S., Kesavan, M., Venkatasubramanian, G., Rao, S. V., Webers, C. A. B., Berendschot, T. T. J. M. & Rao, N. P., 1 Oct 2019, In : Schizophrenia Research. 212, p. 26-32 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Risk factors for explantation of iris-fixated phakic intraocular lenses

Jonker, S. M. R., Van Averbeke, A. A. C., Berendschot, T. T. J. M., Saelens, I. E. Y. & Nuijts, R. M. M. A., Aug 2019, In : Journal of Cataract and Refractive Surgery. 45, 8, p. 1092-1098 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Robust non-rigid motion compensation of free-breathing myocardial perfusion MRI data

Scannell, C. M., Villa, A. D. M., Lee, J., Breeuwer, M. & Chiribiri, A., 1 Aug 2019, In : IEEE Transactions on Medical Imaging. 38, 8, p. 1812-1820 9 p., 8632981.

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)

Serum phosphate and microvascular function in a population-based cohort

Ginsberg, C., Houben, A. J. H. M., Malhotra, R., Berendschot, T. T. J. M., Dagnelie, P. C., Kooman, J. P., Webers, C. A., Stehouwer, C. D. A. & Ix, J. H., 7 Nov 2019, In : Clinical Journal of the American Society of Nephrology. 14, 11, p. 1626-1633 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)

The dual-mode dipole: A new array element for 7T body imaging with reduced SAR

Solomakha, G., Leeuwen, C. V., Raaijmakers, A., Simovski, C., Popugaev, A., Abdeddaim, R., Melchakova, I. & Glybovski, S., 1 Feb 2019, In : Magnetic Resonance in Medicine. 81, 2, p. 1459-1469 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

The European Eye Epidemiology spectral-domain optical coherence tomography classification of macular diseases for epidemiological studies

European Eye Epidemiology Consortium, Gattoussi, S. & Berendschot, T., 1 Jun 2019, In : Acta Ophthalmologica. 97, 4, p. 364-371 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

The oral glucose tolerance test-derived incremental glucose peak is associated with greater arterial stiffness and maladaptive arterial remodeling: the Maastricht study

Foreman, Y. D., Brouwers, M. C. G. J., Berendschot, T. T. J. M., van Dongen, M. C. J. M., Eussen, S. J. P. M., van Greevenbroek, M. M. J., Henry, R. M. A., Houben, A. J. H. M., van der Kallen, C. J. H., Kroon, A. A., Reesink, K. D., Schram, M. T., Schaper, N. C. & Stehouwer, C. D. A., 14 Nov 2019, In : Cardiovascular Diabetology. 18, 1, 12 p., 152.

Research output: Contribution to journalArticleAcademicpeer-review

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Understanding the physical relations governing the noise navigator

Navest, R. J. M., Mandija, S., Andreychenko, A., Raaijmakers, A. J. E., Lagendijk, J. J. W. & van den Berg, C. A. T., Dec 2019, In : Magnetic Resonance in Medicine. 82, 6, p. 2236-2247 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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1 Citation (Scopus)
14 Downloads (Pure)