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

    5612 AZ Eindhoven

    Netherlands

Research Output

2019

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

Open Access
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3 Citations (Scopus)
24 Downloads (Pure)

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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2 Citations (Scopus)
22 Downloads (Pure)

Validation of computerized quantification of ocular redness

Sirazitdinova, E., Gijs, M., Bertens, C. J. F., Berendschot, T. T. J. M., Nuijts, R. M. M. A. & Deserno, T. M., Nov 2019, In : Translational Vision Science & Technology. 8, 6, 13 p., 31.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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58 Downloads (Pure)

Vascular biomarkers for diabetes and diabetic retinopathy screening

Huang, F., Abbasi-Sureshjani, S., Zhang, J., Bekkers, E. J., Dasht Bozorg, B. & ter Haar Romeny, B. M., 22 Nov 2019, Computational Retinal Image Analysis: Tools, Applications and Perspectives. Trucco, E., MacGillivray, T. & Xu, Y. (eds.). Academic Press Inc., p. 319-352 34 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Video-based discomfort detection for infants

Sun, Y., Shan, C., Tan, T., Long, X., Pourtaherian, A., Zinger, S. & de With, P. H. N., 1 Jul 2019, In : Machine Vision and Applications. 30, 5, p. 933-944 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)
8 Downloads (Pure)
2018

An 8-channel Tx/Rx dipole array combined with 16 Rx loops for high-resolution functional cardiac imaging at 7 T

Steensma, B. R., Voogt, I. J., Leiner, T., Luijten, P. R., Habets, J., Klomp, D. W. J., van den Berg, C. A. T. & Raaijmakers, A. J. E., 1 Feb 2018, In : Magnetic Resonance Materials in Physics, Biology and Medicine (MAGMA). 31, 1, p. 7-18 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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15 Citations (Scopus)
27 Downloads (Pure)

Analysis of retinal vascular biomarkers for early detection of diabetes

Zhang, J., Dashtbozorg, B., Huang, F., Berendschot, T. T. J. M. & ter Haar Romeny, B. M., 1 Jan 2018, ViPIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017. Tavares, J. M. R. S. & Natal Jorge, R. M. (eds.). Cham: Springer, p. 811-817 7 p. (Lecture Notes in Computational Vision and Biomechanics; vol. 27).

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

2 Citations (Scopus)
1 Downloads (Pure)

Analysis of vascular biomarkers on retinal images for early eye disease detection

Huang, F., 12 Sep 2018, Eindhoven: Technische Universiteit Eindhoven. 219 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
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76 Downloads (Pure)

An improved U-net architecture for simultaneous arteriole and venule segmentation in fundus image

Xu, X., Tan, T. & Xu, F., 21 Aug 2018, Medical Image Understanding and Analysis - 22nd Conference, Proceedings. Nixon, M., Mahmoodi, S. & Zwiggelaar, R. (eds.). Cham: Springer, p. 333-340 8 p. (Communications in Computer and Information Science; vol. 894).

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

3 Citations (Scopus)

Artery/vein classification using reflection features in retina fundus images

Huang, F., Dasht Bozorg, B. & ter Haar Romeny, B. M., 1 Jan 2018, In : Machine Vision and Applications. 29, 1, p. 23-34 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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15 Citations (Scopus)
79 Downloads (Pure)

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., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. Piscataway: Institute of Electrical and Electronics Engineers, p. 245-248 4 p.

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

1 Citation (Scopus)

Automatic emphysema detection using weakly labeled HRCT lung images

Pena, I. P., Cheplygina, V., Paschaloudi, S., Vuust, M., Carl, J., Weinreich, U. M., Ostergaard, L. R. & de Bruijne, M., 15 Oct 2018, In : PLoS ONE. 13, 10, 17 p., e0205397.

Research output: Contribution to journalArticleAcademicpeer-review

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

Burden of disease of people with epilepsy during an optimized diagnostic trajectory: costs and quality of life

Wijnen, B. F. M., Schat, S. L., de Kinderen, R. J. A., Colon, A. J., Ossenblok, P. P. W. & Evers, S. M. A. A., 1 Oct 2018, In : Epilepsy Research. 146, p. 87-93 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Cataract surgery in eyes with a pre-existent posterior capsule rupture after intravitreal anti-VEGF injections

Spekreijse, L. S., Berendschot, T. T. J. M., Beckers, H. J. M., Visser, N., Saelens, I. E. Y., de Crom, R. M. P. C., Webers, C. A. B. & Nuijts, R. M. M. A., Mar 2018, In : Acta Ophthalmologica. 96, p. 32-32

Research output: Contribution to journalMeeting AbstractAcademic

Open Access
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23 Downloads (Pure)

Changes in brain morphology and microstructure in relation to early brain activity in extremely preterm infants

Tataranno, M. L., Claessens, N. H. P., Moeskops, P., Toet, M. C., Kersbergen, K. J., Buonocore, G., Išgum, I., Leemans, A., Counsell, S. J., Groenendaal, F., de Vries, L. S. & Benders, M. J. N. L., 1 Apr 2018, In : Pediatric Research. 83, 4, p. 834-842 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

4 Citations (Scopus)

Characteristics of the retinal microvasculature in association with cardiovascular risk markers in children with overweight, obesity and morbid obesity

Rijks, J., Vreugdenhil, A., Dorenbos, E., Karnebeek, K., Joris, P., Berendschot, T., Mensink, R. & Plat, J., 1 Dec 2018, In : Scientific Reports. 8, 8 p., 16952.

Research output: Contribution to journalArticleAcademicpeer-review

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

Classification of breast mass in 3D ultrasound images with annotations based on convolutional neural networks

Kong, X., Tan, T., Bao, L. & Wang, G., 20 Aug 2018, In : Chinese Journal of Biomedical Engineering. 37, 4, p. 414-422 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)

Comparability of subjective and objective measurements of nuclear density in cataract patients

Makhotkina, N. Y., Berendschot, T. T. J. M., van den Biggelaar, F. J. H. M., Weik, A. R. H. & Nuijts, R. M. M. A., Jun 2018, In : Acta Ophthalmologica. 96, 4, p. 356-363 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

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

COMPAY 2018 preface

Ciompi, F., van der Laak, J., Rajpoot, N., McKenna, S., Veta, M. & Snead, D., 1 Jan 2018, Computational Pathology and Ophthalmic Medical Image Analysis First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 - 20, 2018, Proceedings. Springer, p. VII (Lecture Notes in Computer Science; vol. 11039)(Image processing, computer vision, patters recognition and graphs book sub series; vol. 11039).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Open Access

Crowd disagreement of medical images is informative

Cheplygina, V. & Pluim, J. P. W., 21 Jun 2018, In : arXiv. 2018, 8 p., 1806.08174.

Research output: Contribution to journalArticleAcademic

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

Curvature integration in a 5D kernel for extracting vessel connections in retinal images

Abbasi-Sureshjani, S., Favali, M., Citti, G., Sarti, A. & ter Haar Romeny, B. M., Feb 2018, In : IEEE Transactions on Image Processing. 27, 2, p. 606-621 16 p., 8063447.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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8 Citations (Scopus)
101 Downloads (Pure)

Deformable image registration using convolutional neural networks

Eppenhof, K. A. J., Lafarge, M. W., Moeskops, P., Veta, M. & Pluim, J. P. W., 15 Mar 2018, Medical Imaging 2018 Image Processing. Bellingham: SPIE, 6 p. 105740S. (Proceedings of SPIE; vol. 10574).

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

Open Access
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22 Citations (Scopus)
869 Downloads (Pure)

Denoising of 3D magnetic resonance images with multi-channel residual learning of convolutional neural network

Jiang, D., Dou, W., Vosters, L., Xu, X., Sun, Y. & Tan, T., 1 Sep 2018, In : Japanese Journal of Radiology. 36, 9, p. 566-574 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

23 Citations (Scopus)

Early phacoemulsification after acute angle closure in patients with coexisting cataract

Romkens, H. C. S., Beckers, H. J. M., Schouten, J. S. A. G., Nuijts, R. M. M. A., Berendschot, T. T. J. M., Breusegem, C. M. & Webers, C. A. B., 1 Aug 2018, In : Journal of Glaucoma. 27, 8, p. 711-716 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

9 Citations (Scopus)

Effect of active evaluation on the detection of negative dysphotopsia after sequential cataract surgery: discrepancy between incidences of unsolicited and solicited complaints

Makhotkina, N. Y., Nijkamp, M. D., Berendschot, T. T. J. M., van den Borne, B. & Nuijts, R. M. M. A., 1 Feb 2018, In : Acta Ophthalmologica. 96, 1, p. 81-87 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

10 Citations (Scopus)

Effect of supplementary implantation of a sulcus-fixated intraocular lens in patients with negative dysphotopsia

Makhotkina, N. Y., Dugrain, V., Purchase, D., Berendschot, T. T. J. M. & Nuijts, R. M. M. A., Feb 2018, In : Journal of Cataract and Refractive Surgery. 44, 2, p. 209-218 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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4 Citations (Scopus)
87 Downloads (Pure)

Error estimation of deformable image registration of pulmonary CT scans using convolutional neural networks

Eppenhof, K. A. J. & Pluim, J. P. W., 1 Apr 2018, In : Journal of Medical Imaging. 5, 2, 12 p., 024003.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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9 Citations (Scopus)
147 Downloads (Pure)

Estimating B1+ in the breast at 7 T using a generic template

van Rijssel, M. J., Pluim, J. P. W., Luijten, P. R., Gilhuijs, K. G. A., Raaijmakers, A. W. J. & Klomp, D. W. J., 1 May 2018, In : NMR in Biomedicine. 31, 5, 12 p., e3911.

Research output: Contribution to journalArticleAcademicpeer-review

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

Evaluation of a deep learning approach for the segmentation of brain tissues and white matter hyperintensities of presumed vascular origin in MRI

Moeskops, P., de Bresser, J., Kuijf, H. J., Mendrik, A. M., Biessels, G. J., Pluim, J. P. W. & Išgum, I., 2018, In : NeuroImage: Clinical. 17, p. 251-262 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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28 Citations (Scopus)
130 Downloads (Pure)

Exploratory study on direct prediction of diabetes using deep residual networks

Abbasi-Sureshjani, S., Dashtbozorg, B., ter Haar Romeny, B. M. & Fleuret, F., 2018, VipIMAGE2017. Tavares, J. M. R. S. & Jorge, R. M. N. (eds.). Springer, Vol. 27. p. 797-802 6 p. (Lecture notes in computational vision and biomechanics; vol. 27).

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

5 Citations (Scopus)

Fast and unconditionally safe in vivo MR head protocol for home-made coil prototype assessment at 7T

Vignaud, A., Mauconduit, F., Gras, V., Boulant, N., Girard, O., Raaijmakers, A., Kober, F., Bihan, D. L. & Abdeddaim, R., 1 Jan 2018, In : Journal of Physics: Conference Series. 1092, 5 p., 012159.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access
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33 Downloads (Pure)

Feature learning based on visual similarity triplets in medical image analysis: A case study of emphysema in chest CT scans

Ørting, S. N., Petersen, J., Cheplygina, V., Thomsen, L. H., Wille, M. M. W. & Bruijne, M. D., 19 Jun 2018, In : arXiv. 2018, 10 p., 1806.07131.

Research output: Contribution to journalArticleAcademic

Open Access
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49 Downloads (Pure)

Five-year endothelial cell loss after implantation with artiflex myopia and artiflex toric phakic intraocular lenses

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., 1 Oct 2018, In : American Journal of Ophthalmology. 194, p. 110-119 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)

Five year results with the Artiflex Toric phakic intraocular lens: long-term visual function, efficacy, safety and endothelial cell loss

Jonker, S. M. R., Berendschot, T. T. J. M., Saelens, I. E. Y., Bauer, N. J. C. & Nuijts, R. M. M. A., Mar 2018, In : Acta Ophthalmologica. 96, p. 36-36

Research output: Contribution to journalMeeting AbstractAcademic

Open Access
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49 Downloads (Pure)

Functional and structural methods for minimally invasive treatment of epilepsy

Meesters, S. P. L., 29 Mar 2018, Eindhoven: Technische Universiteit Eindhoven. 161 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
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298 Downloads (Pure)

Hemodynamic profile of glaucomatous eyes and a correlation with mean deviation, visual field index and retinal nerve fiber layer thickness

Berendschot, T. T. J. M., Mohan, A., Jariwala, M., Sudhakaran, S., Kumar, R. S., Shetty, R. & Webers, C. A. B., Mar 2018, In : Acta Ophthalmologica. 96, p. 22-22

Research output: Contribution to journalMeeting AbstractAcademic

Open Access
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15 Downloads (Pure)

Individualized parcellation of the subthalamic nucleus in patients with Parkinson's disease with 7T MRI

Plantinga, B. R., Temel, Y., Duchin, Y., Uludağ, K., Patriat, R., Roebroeck, A., Kuijf, M., Jahanshahi, A., ter Haar Romenij, B., Vitek, J. & Harel, N., 1 Mar 2018, In : Neuroimage. 168, p. 403-411 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

28 Citations (Scopus)

Inferring a third spatial dimension from 2D histological images

Lafarge, M. W., Pluim, J. P. W., Eppenhof, K. A. J., Moeskops, P. & Veta, M., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. Piscataway: IEEE Computer Society, Vol. 2018-April. p. 586-589 4 p.

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

1 Citation (Scopus)

Interim analysis of a randomized controlled trial comparing ultrathin descemet stripping automated endothelial keratoplasty (UT-DSAEK) vs descemet membrane endothelial keratoplasty (DMEK)

Dunker, S. L., Dickman, M. M., Wisse, R. P. L., Nobacht, S., Wijdh, R. H. J., Bartels, M. C., Tang, N. E. M. L., van den Biggelaar, F. J. H. M., Berendschot, T. T. J. M. & Nuijts, R. M. M. A., Mar 2018, In : Acta Ophthalmologica. 96, p. 8-8

Research output: Contribution to journalMeeting AbstractAcademic

Open Access
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33 Downloads (Pure)

LABELS 2018 Preface

Sznitman, R., Cheplygina, V., Mateus, D., Maier-Hein, L., Granger, E., Jannin, P. & Trucco, E., 1 Jan 2018, Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Stoyanov, D., Taylor, Z., Balocco, S., Sznitman, R., Martel, A., Maier-Hein, L., Dong, L., Zahnd, G., Demerci, S., Albarqouni, S., Lee, S-L., Moriconi, S., Cheplygina, V., Mateus, D., Trucco, E., Granger, E. & Jannin, E. (eds.). Springer, p. IX (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11043).

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

Long-term endothelial cell loss in patients with artisan myopia and artisan toric phakic intraocular lenses 5- 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., Apr 2018, In : Ophthalmology. 125, 4, p. 486-494 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

22 Citations (Scopus)

Long-term outcomes of repeated Corneal Transplantations: a prospective Dutch registry study

Dickman, M. M., Spekreijse, L. S., Dunker, S. L., Winkens, B., Berendschot, T. T. J. M., van den Biggelaar, F. J. H. M., Kruit, P. J. & Nuijts, R. M. M. A., 1 Sep 2018, In : American Journal of Ophthalmology. 193, p. 156-165 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Macular thinning in prediabetes or type 2 diabetes without diabetic retinopathy: the Maastricht Study

De Clerck, E. E. B., Schouten, J. S. A. G., Berendschot, T. T. J. M., Goezinne, F., Dagnelie, P. C., Schaper, N. C., Schram, M. T., Stehouwer, C. D. A. & Webers, C. A. B., Mar 2018, In : Acta Ophthalmologica. 96, 2, p. 174-182 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)

MEG-guided analysis of 7T-MRI in patients with epilepsy

Colon, A. J., van Osch, M. J. P., Buijs, M., van de Grond, J., Hillebrand, A., Schijns, O., Wagner, G. J., Ossenblok, P., Hofman, P., Buchem, M. A. V. & Boon, P., 1 Aug 2018, In : Seizure. 60, p. 29-38 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)

Minimally invasive glaucoma surgery with the InnFocus MicroShunt (R) in the Netherlands

Kujovic-Aleksov, S., Webers, C. A. B., Berendschot, T. T. J. M. & Beckers, H. J. M., Mar 2018, In : Acta Ophthalmologica. 96, p. 22-23

Research output: Contribution to journalMeeting AbstractAcademic

Open Access
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86 Downloads (Pure)

Modeling of intracerebral interictal epileptic discharges: evidence for network interactions

Meesters, S., Ossenblok, P., Colon, A., Wagner, L., Schijns, O., Boon, P., Florack, L. & Fuster, A., 1 Jun 2018, In : Clinical Neurophysiology. 129, 6, p. 1276-1290 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

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

Multi-modal and multi-vendor retina image registration

Li, Z., Huang, F., Zhang, J., Dashtbozorg, B., Abbasi-Sureshjani, S., Sun, Y., Long, X., Yu, Q., ter Haar Romeny, B. M. & Tan, T., 1 Feb 2018, In : Biomedical Optics Express. 9, 2, p. 410-422 13 p., #306658.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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9 Citations (Scopus)
135 Downloads (Pure)

Multiple instance learning: a survey of problem characteristics and applications

Carbonneau, M-A., Cheplygina, V., Granger, E. & Gagnon, G., May 2018, In : Pattern Recognition. 77, p. 329-353 25 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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48 Citations (Scopus)
275 Downloads (Pure)

Neu3CA-RT: a framework for real-time fMRI analysis

Heunis, S., Besseling, R., Lamerichs, R., de Louw, A., Breeuwer, M., Aldenkamp, B. & Bergmans, J., 30 Dec 2018, In : Psychiatry Research. Neuroimaging. 282, p. 90-102 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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43 Downloads (Pure)

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., 17 Apr 2018, In : arXiv. 1804.06353

Research output: Contribution to journalArticleAcademic

Open Access
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324 Downloads (Pure)