• 130 Citations
20152020

Research output per year

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Research Output

2020

4D semantic cardiac magnetic resonance image synthesis on XCAT anatomical model

Abbasi-Sureshjani, S., Amirrajab, S., Lorenz, C., Weese, J., Pluim, J. & Breeuwer, M., 17 Feb 2020, In : arXiv.org, e-Print Archive, Physics. 13 p., 2002.07089.

Research output: Contribution to journalArticleAcademic

Open Access
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8 Downloads (Pure)

Risk of Training Diagnostic Algorithms on Data with Demographic Bias

Abbasi-Sureshjani, S., Raumanns, R., Michels, B. E. J., Schouten, G. & Cheplygina, V., 20 May 2020, In : arXiv.

Research output: Contribution to journalArticleAcademic

File
6 Downloads (Pure)

Type 2 diabetes and HbA1c are independently associated with wider retinal arterioles: the Maastricht study

Li, W., Schram, M. T., Berendschot, T. T. J. M., Webers, C. A. B., Kroon, A. A., van der Kallen, C. J. H., Henry, R. M. A., Schaper, N. C., Huang, F., Dashtbozorg, B., Tan, T., Zhang, J., Abbasi-Sureshjani, S., ter Haar Romeny, B. M., Stehouwer, C. D. A. & Houben, A. J. H. M., 1 Jul 2020, In : Diabetologia. 63, 7, p. 1408-1417 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms

Amirrajab, S., Abbasi-Sureshjani, S., Khalil, Y. A., Lorenz, C., Weese, J., Pluim, J. & Breeuwer, M., 27 Jul 2020, In : arXiv. 2020, 12 p., 2007.13408.

Research output: Contribution to journalArticleAcademic

Open Access
File
3 Downloads (Pure)
2019

Prediabetes and type 2 diabetes are associated with wider retinal arterioles and venules

Li, W., Schram, M. T., Berendschot, T., Webers, C., Kroon, A. A., van der Kallen, C., Henry, R., Koster, A., Dagnelie, P., Schaper, N., Huang, F., Dashtbozorg, B., Tan, T., Zhang, J., Sureshjani, S. A., Romeny, B. T. H., Stehouwer, C. D. A. & Houben, A. J. H. M., 2019, In : Journal of Vascular Research. 56, Suppl. 1, p. 73 1 p., 157.

Research output: Contribution to journalMeeting AbstractAcademic

Open Access

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

2018

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
File
8 Citations (Scopus)
102 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)

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
File
9 Citations (Scopus)
136 Downloads (Pure)
2017

Boosted exudate segmentation in retinal images using residual nets

Abbasi-Sureshjani, S., Dashtbozorg, B., ter Haar Romeny, B. M. & Fleuret, F., 1 Jan 2017, Fetal, Infant and Ophthalmic Medical Image Analysis - International Workshop, FIFI 2017 and 4th International Workshop, OMIA 2017 Held in Conjunction with MICCAI 2017, Proceedings. Cardoso, M. J. (ed.). Berlin: Springer, p. 210-218 9 p. (Lecture Notes in Computer Science; vol. 10554)(Image processing, computer vision, pattern recognition, and graphics; vol. 10554).

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

7 Citations (Scopus)

Contextual and deep learning approaches for retinal image analysis

Abbasi-Sureshjani, S., 4 Dec 2017, Eindhoven: Technische Universiteit Eindhoven. 204 p.

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

Open Access
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1076 Downloads (Pure)

Retinal health information and notification system (RHINO)

Dashtbozorg, B., Zhang, J., Abbasi-Sureshjani, S., Huang, F. & ter Haar Romeny, B. M., 1 Mar 2017, Medical Imaging 2017: Computer-Aided Diagnosis. Armato, S. G. & Petrick, N. A. (eds.). Bellingham: SPIE, 6 p. 1013437. (Proceedings of SPIE; vol. 10134).

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

6 Citations (Scopus)
2 Downloads (Pure)

Retrieving challenging vessel connections in retinal images by line co-occurrence statistics

Abbasi-Sureshjani, S., Zhang, J., Duits, R. & ter Haar Romenij, B. M., 1 Aug 2017, In : Biological Cybernetics. 111, 3-4, p. 237–247 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
4 Citations (Scopus)
75 Downloads (Pure)
2016

Analysis of vessel connectivities in retinal images by cortically inspired spectral clustering

Favali, M., Abbasi-Sureshjani, S., ter Haar Romenij, B. M. & Sarti, A., 1 Sep 2016, In : Journal of Mathematical Imaging and Vision. 56, 1, p. 158-172 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
14 Citations (Scopus)
117 Downloads (Pure)

Automatic detection of vascular bifurcations and crossings in retinal images using orientation scores

Abbasi-Sureshjani, S., Smit-Ockeloen, I. M., Bekkers, E. J., Dashtbozorg, B. & ter Haar Romeny, B. M., 2016, Proceedings of the 13th IEEE International Symposium on Biomedical Imaging (ISBI), April 13-16 2016, Prague, Czech Republic. Piscataway: Institute of Electrical and Electronics Engineers, p. 189-192 4 p.

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

14 Citations (Scopus)
3 Downloads (Pure)

Brain-inspired algorithms for retinal image analysis

ter Haar Romeny, B. M., Bekkers, E. J., Zhang, J., Abbasi-Sureshjani, S., Huang, F., Duits, R., Dasht Bozorg, B., Berendschot, T. T. J. M., Smit-Ockeloen, I., Eppenhof, K. A. J., Feng, J., Hannink, J., Schouten, J., Tong, M., Wu, H., van Triest, J. W., Zhu, S., Chen, D., He, W., Xu, L. & 2 others, Han, P. & Kang, Y., Nov 2016, In : Machine Vision and Applications. 27, 8, p. 1117–1135 19 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
14 Citations (Scopus)
443 Downloads (Pure)

Bridging disconnected curvilinear structures via numerical evolutions of completion process in ophthalmologic images

Zhang, J., Abbasi-Sureshjani, S., Dashtbozorg, B. & ter Haar Romenij, B. M., 2016, Proceedings of the Ophthalmic Medical Image Analysis : Third International Workshop (OMIA 2016) Held in Conjunction with MICCAI 2016, 17-21 October 2016, Athens, Greece. s.n., p. 156-157

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

1 Downloads (Pure)

Geometric connectivity analysis based on edge co-occurrences in retinal images

Abbasi-Sureshjani, S., Zhang, J., Sanguinetti, G. R., Duits, R. & ter Haar Romenij, B. M., Oct 2016, p. 154–155. 2 p.

Research output: Contribution to conferenceAbstractAcademic

Open Access
File
65 Downloads (Pure)

Infrastructure for retinal image analysis

Dashtbozorg, B., Abbasi-Sureshjani, S., Zhang, J., Huang, F., Bekkers, E. J. & ter Haar Romenij, B. M., 2016, Proceedings of the Ophthalmic Medical Image Analysis Third International Workshop (OMIA 2016) Held in Conjunction with MICCAI 2016. Chen, X., Garvin, M. K., Liu, J., Trucco, E. & Xu, Y. (eds.). p. 105-112 8 p.

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

Open Access
File
72 Downloads (Pure)
Open Access
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17 Citations (Scopus)
82 Downloads (Pure)
2015

Biologically-inspired supervised vasculature segmentation in SLO retinal fundus images

Abbasi-Sureshjani, S., Smit-Ockeloen, I. M., Zhang, J. & ter Haar Romenij, B. M., 4 Jul 2015, Image Analysis and Recognition: 12th International Conference, ICIAR 2015, Niagara Falls, ON, Canada, July 22-24, 2015, Proceedings. Berlin: Springer, p. 325-334 10 p.

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

17 Citations (Scopus)
1 Downloads (Pure)

Robust and fast vessel segmentation via Gaussian derivatives in orientation scores

Zhang, J., Bekkers, E., Abbasi-Sureshjani, S., Dashtbozorg, B. & ter Haar Romeny, B. M., 2015, Image Analysis and Processing — ICIAP 2015: 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part 1. Murino, V. & Puppo, E. (eds.). Berlin: Springer, p. 537-547 11 p. (Lecture Notes in Computer Science; vol. 9279).

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

15 Citations (Scopus)
4 Downloads (Pure)