• De Groene Loper 19, Flux

    5612 ap Eindhoven

    Netherlands

  • P.O. Box 513, Department of Electrical Engineering

    5600 MB Eindhoven

    Netherlands

Research Output

2019

Influence of pretreatment growth rate on Gamma Knife treatment response for vestibular schwannoma: a volumetric analysis

Langenhuizen, P., Zinger, S., Hanssens, P., Kunst, H. P. M., Mulder, J., Leenstra, S., de With, P. & Verheul, H. B., Nov 2019, In : Journal of Neurosurgery. 131, 5, p. 1405-1412 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Informative frame classification of endoscopic videos using convolutional neural networks and hidden Markov models

van der Putten, J., de Groof, J., van der Sommen, F., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 26 Aug 2019, 2019 IEEE International Conference on Image Processing (ICIP). Piscataway: Institute of Electrical and Electronics Engineers, p. 380-384 5 p. 8802947

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

Informed source extraction from a mixture of sources exploiting second order temporal structure

Bloemendal, B. B. A. J., 17 Jan 2019, Eindhoven: Technische Universiteit Eindhoven. 220 p.

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

Open Access
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152 Downloads (Pure)

Intelligent 2-dimensional soft decision enabled by K-means clustering for VCSEL-based 112-Gbps PAM-4 and PAM-8 optical interconnection

Sun, L., Du, J., Liu, J., Chen, B., Xu, K., Liu, B., Lu, C. & He, Z., 15 Dec 2019, In : Journal of Lightwave Technology. 37, 24, p. 6133-6146 14 p., 8865090.

Research output: Contribution to journalArticleAcademicpeer-review

Inter-frame polar coding with dynamic frozen bits

Zheng, H., Hashemi, S. A., Chen, B., Cao, Z. & Koonen, A. M. J., 1 Sep 2019, In : IEEE Communications Letters. 23, 9, p. 1462-1465 4 p., 8755870.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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30 Downloads (Pure)

Introducing enumerative sphere shaping for optical communication systems with short blocklengths

Amari, A., Goossens, S., Gultekin, Y. C., Vassilieva, O., Kim, I., Ikeuchi, T., Okonkwo, C., Willems, F. M. J. & Alvarado, A., 13 Apr 2019, In : arXiv. 9 p., 1904.06601.

Research output: Contribution to journalArticleAcademic

Open Access
File
31 Downloads (Pure)

Introducing enumerative sphere shaping for optical communication systems with short blocklengths

Amari, A., Goossens, S., Gültekin, Y. C., Vassilieva, O., Kim, I., Ikeuchi, T., Okonkwo, C. M., Willems, F. M. J. & Alvarado, A., 1 Dec 2019, In : Journal of Lightwave Technology. 37, 23, p. 5926-5936 11 p., 8850066.

Research output: Contribution to journalArticleAcademicpeer-review

Investigation of the neural drive during vibration exercise by high-density surface-electromyography

Xu, L., Negro, F., Rabotti, C., Farina, D. & Mischi, M., Jul 2019, 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. p. 1944-1947 4 p.

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

In-vitro investigation of the relationship between microvascular structure and ultrasound contrast agent dynamics

Chen, P., Turco, S., Sloun, R. J. G. V., Pollet, A., Toonder, J. D., Wijkstra, H. & Mischi, M., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 403-406 4 p. 8926232

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

Learn from IoT: pedestrian detection and intention prediction for autonomous driving

Solmaz, G., Berz, E. L., Dolatabadi, M. F., Aytaç, S., Fürst, J., Cheng, B. & Ouden, J. D., 4 Oct 2019, SMAS 2019 - Proceedings of the 1st ACM Workshop on Emerging Smart Technologies and Infrastructures for Smart Mobility and Sustainability, co-located with MobiCom 2019. New York: ACM/IEEE, p. 27-32 6 p.

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

Open Access

Learning Doppler with deep neural networks and its application to intra-cardiac echography

van Sloun, R. J. G., Belt, H., Janse, K. & Mischi, M., 25 Feb 2019, 2018 IEEE International Ultrasonics Symposium (IUS). Piscataway: Institute of Electrical and Electronics Engineers, 4 p. 8579722

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

1 Citation (Scopus)
1 Downloads (Pure)

Learning sub-sampling and signal recovery with applications in ultrasound imaging

Huijben, I. A. M., Veeling, B. S., Janse, K., Mischi, M. & Sloun, R. J. G. V., 15 Aug 2019, In : arXiv. 11 p., 1908.05764v2.

Research output: Contribution to journalArticleAcademic

Open Access
File
6 Downloads (Pure)

LED nonlinearity estimation and compensation in VLC systems using probabilistic Bayesian learning

Chen, C., Deng, X., Yang, Y., Du, P., Yang, H. & Zhao, L., 1 Jul 2019, In : Applied Sciences. 9, 13, 12 p., 2711.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
21 Downloads (Pure)

Letter to the Editor on the original article “Ultrasound-guided peripheral intravenous access placement for children in the emergency department” by “Takehito Otani”

van Loon, F. H. J., Scholten, H. J., Korsten, H. H. M. & Bouwman, A. R. A., 12 Mar 2019, In : European Journal of Pediatrics. 178, 3, p. 431-432 2 p.

Research output: Contribution to journalLetterAcademicpeer-review

1 Citation (Scopus)

License plate localization in unconstrained scenes using a two-stage CNN-RNN

Zhang, J., Li, Y., Li, T., Xun, L. & Shan, C., 1 Jul 2019, In : IEEE Sensors Journal. 19, 13, p. 5256-5265 10 p., 8643978.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)
1 Downloads (Pure)

LiDAR-assisted large-scale privacy protection in street-view cycloramas

Sebastian, C., Boom, B., Bondarev, E. & de With, P. H. N., 13 Jan 2019, 17th Image Processing: Algorithms and Systems Conference, IPAS 2019. 6 p. IPAS-281

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

Open Access
File
1 Citation (Scopus)

Light the way for smart cities: lessons from Philips Lighting

Brock, K., den Ouden, E., van der Klauw, K., Podoynitsyna, K. & Langerak, F., 1 May 2019, In : Technological Forecasting and Social Change. 142, p. 194-209 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
5 Citations (Scopus)
66 Downloads (Pure)

Localization of partially visible needles in 3D ultrasound using dilated CNNs

Pourtaherian, A., Mihajlovic, N., Ghazvinian Zanjani, F., Zinger, S., Ng, G. C., Korsten, E. & de With, P., 25 Feb 2019, 2018 IEEE International Ultrasonics Symposium (IUS). Piscataway: Institute of Electrical and Electronics Engineers, 4 p. 8579986

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

2 Downloads (Pure)

Long-term chemogenetic suppression of spontaneous seizures in a mouse model for temporal lobe epilepsy

Desloovere, J., Boon, P., Larsen, L. E., Merckx, C., Goossens, M. G., van den Haute, C., Baekelandt, V., de Bundel, D., Carrette, E., Delbeke, J., Meurs, A., Vonck, K., Wadman, W. & Raedt, R., 1 Nov 2019, In : Epilepsia. 60, 11, p. 2314-2324 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Long-term occupational sleep loss and post-retirement cognitive decline or dementia

Thomas, J., Overeem, S. & Claassen, J. A. H. R., 1 Dec 2019, In : Dementia and Geriatric Cognitive Disorders. 48, 1-2, p. 105-112 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
1 Citation (Scopus)
6 Downloads (Pure)

Low complexity OFDM VLC system enabled by spatial summing modulation

Yang, Y., Chen, C., Du, P., Deng, X., Luo, J., Zhong, W-D. & Chen, L., 14 Oct 2019, In : Optics Express. 27, 21, p. 30788-30796 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
22 Downloads (Pure)

Lower myelin-water content of the frontal lobe in childhood absence epilepsy

Drenthen, G. S., Fonseca Wald, E. L. A., Backes, W. H., Debeij-van Hall, M. H. J. A., Hendriksen, J. G. M., Aldenkamp, A. P., Vermeulen, R. J., Klinkenberg, S. & Jansen, J. F. A., 8 Jul 2019, In : Epilepsia. 60, 8, p. 1689-1696 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
3 Citations (Scopus)
19 Downloads (Pure)

Machine learning for classification of uterine activity outside pregnancy

Bakkes, T. H. G. F., Sammali, F., Kuijsters, N. P. M., Turco, S., Rabotti, C., Schoot, D. & Mischi, M., Jul 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019. Piscataway: Institute of Electrical and Electronics Engineers, p. 2161-2164 4 p. 8857374

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

3 Downloads (Pure)

Machine learning for multiparametric ultrasound classification of prostate cancer using B-mode, shear-wave elastography, and contrast-enhanced ultrasound radiomics

Wildeboer, R. R., Mannaerts, C. K., van Sloun, R. J. G., Wijkstra, H., Salomon, G. & Mischi, M., Oct 2019, 2019 IEEE International Ultrasonics Symposium, IUS 2019. Piscataway: IEEE Computer Society, p. 1902-1905 4 p. 8925823

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

Mask-MCNet: instance segmentation in 3D point cloud of intra-oral scans

Ghazvinian Zanjani, F., Anssari Moin, D., Claessen, F., Cherici, T., Parinussa, S., Pourtaherian, A., Zinger, S. & de With, P. H. N., 2019, Medical Image Computing and Computer Assisted Intervention – MICCAI 2019 - 22nd International Conference, Proceedings: 22nd International Conference, Shenzhen, China, October 13–17, 2019, Proceedings, Part V. Shen, D., Yap, P-T., Liu, T., Peters, T. M., Khan, A., Staib, L. H., Essert, C. & Zhou, S. (eds.). Cham: Springer, p. 128-136 9 p. (Lecture Notes in Computer Science; vol. 11768).

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

1 Citation (Scopus)

Maternal hemoglobin level and its relation to fetal distress, mode of delivery, and short-term neonatal outcome: a retrospective cohort study

Bullens, L. M., Smith, J. S., Truijens, S. E. M., van der Hout-van der Jagt, M. B., van Runnard Heimel, P. J. & Oei, S. G., 31 Jan 2019, In : Journal of Maternal-Fetal and Neonatal Medicine. 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)

Measurement of the electromechanical uterine activity in the non-pregnant human uterus

Sammali, F., 4 Nov 2019, Eindhoven: Technische Universiteit Eindhoven. 199 p.

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

Open Access
File
282 Downloads (Pure)

Microvascular dysfunction is associated with worse cognitive performance: the Maastricht study

Rensma, S., van Sloten, T. T., Houben, A. J. H. M., van Boxtel, M. P. J., Berendschot, T. T. J. M., Jansen, J. F. A., 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., 2019, In : Journal of Vascular Research. 56, S1, p. 94 1 p., 203.

Research output: Contribution to journalMeeting AbstractAcademic

Open Access

MIMO performance evaluation of isotropic, directional and highly-directional antenna systems for mm-wave communications

Bressner, T., Farsaei, A., Fozooni, M., Johannsen, U., Johansson, M. & Smolders, B., Mar 2019, 13th European conference on antennas and propagation (EuCAP 2019 ). Piscataway: Institute of Electrical and Electronics Engineers, 5 p. 8739373

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

Open Access
File
68 Downloads (Pure)

Mining insights from weakly-structured event data

Tax, N., 19 Jun 2019, Eindhoven: Technische Universiteit Eindhoven. 388 p.

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

Open Access
File
132 Downloads (Pure)

Modeling and analysis of transmitter performance in visible light communications

Deng, X., Arulandu, K., Wu, Y., Mardanikorani, S., Zhou, G. & Linnartz, J. P. M. G., 1 Mar 2019, In : IEEE Transactions on Vehicular Technology. 68, 3, p. 2316-2331 16 p., 8606269.

Research output: Contribution to journalArticleAcademicpeer-review

3 Citations (Scopus)
1 Downloads (Pure)

Modeling and compensating dynamic nonlinearities in LED photon-emission rates to enhance OWC

Mardani, S., Alexeev, A. & Linnartz, J. P., 1 Jan 2019, Light-Emitting Devices, Materials, and Applications. Kim, J. K., Krames, M. R. & Strassburg, M. (eds.). Bellingham: SPIE, 18 p. 109400U. (Proceedings of SPIE; vol. 10940).

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

1 Citation (Scopus)

Modeling clinical assessor intervariability using deep hypersphere encoder-decoder networks

van der Putten, J., van der Sommen, F., de Groof, J., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 21 Nov 2019, In : Neural Computing and Applications.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Modelling sleep onset misperception in insomnia

Hermans, L. W. A., van Gilst, M. M., Langen, H., van Mierlo, P., Leufkens, T. R. M. & Overeem, S., 16 Dec 2019, In : Sleep Medicine. 64, 1, p. S151-S152 2 p.

Research output: Contribution to journalMeeting AbstractAcademic

Monocular semantic occupancy grid mapping with convolutional variational encoder-decoder networks

Lu, C., van de Molengraft, M. J. G. & Dubbelman, G., 1 Apr 2019, In : IEEE Robotics and Automation Letters. 4, 2, p. 445-452 8 p., 8603774.

Research output: Contribution to journalArticleAcademicpeer-review

5 Citations (Scopus)
7 Downloads (Pure)

Mood, anxiety, and perceived quality of life in adults with epilepsy and intellectual disability

Snoeijen-Schouwenaars, F. M., van Ool, J. S., Tan, I. Y., Aldenkamp, A. P., Schelhaas, H. J. & Hendriksen, J. G. M., Jun 2019, In : Acta Neurologica Scandinavica. 139, 6, p. 519-525 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Motion artifact reduction for wrist-worn photoplethysmograph sensors based on different wavelengths

Zhang, Y., Song, S., Vullings, R., Biswas, D., Simões-Capela, N., van Helleputte, N., van Hoof, C. & Groenendaal, W., 7 Feb 2019, In : Sensors. 19, 3, 18 p., 673.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
8 Citations (Scopus)
27 Downloads (Pure)

Motion-artifact reduction in capacitive heart-rate measurements by adaptive filtering

Xu, L., Rabotti, C., Zhang, Y., Ouzounov, S., Harpe, P. J. A. & Mischi, M., Oct 2019, In : IEEE Transactions on Instrumentation and Measurement. 68, 10, p. 4085-4093 9 p., 8573141.

Research output: Contribution to journalArticleAcademicpeer-review

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

Multi-class detection and orientation recognition of vessels in maritime surveillance

Ghahremani, A., Kong, Y., Bondarau, Y. & de With, P. H. N., 13 Jan 2019, p. 266-1-266-5. 5 p.

Research output: Contribution to conferencePaper

1 Citation (Scopus)
1 Downloads (Pure)

Multi-modal classification of polyp malignancy using CNN features with balanced class augmentation

Fonollá, R., Sommen, F. V. D., Schreuder, R. M., Schoon, E. J. & de With, P. H. N., 1 Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. Piscataway : Institute of Electrical and Electronics Engineers, p. 74-78 5 p. 8759320

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

Open Access
File
113 Downloads (Pure)

Multiparametric mri- and contrast enhanced ultrasound-targeted biopsy for the detection of significant prostate cancer: can we replace systematic biopsy?

Mannaerts, C., Engelbrecht, M., Postema, A., Lodeizen, O., van Kollenburg, R., van Sloun, R., Wildeboer, R., Mischi, M., de Reijke, T. & Wijkstra, H., 1 Apr 2019, In : Journal of Urology. 201, 4S, p. e430-e430 1 p.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access

Multiparametric ultrasound for prostate cancer detection and localization: Correlation of B-mode, shearwave elastography and contrast-enhanced ultrasound with radical prostatectomy specimens

Mannaerts, C. K., Wildeboer, R. R., Remmers, S., van Kollenburg, R. A. A., Kajtazovic, A., Hagemann, J., Postema, A. W., van Sloun, R. J. G., Roobol, M. J., Tilki, D., Mischi, M., Wijkstra, H. & Salomon, G., 1 Dec 2019, In : Journal of Urology. 202, 6, p. 1166-1173 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

Multiple heat source thermal modeling and transient analysis of LEDs

Alexeev, A., Onushkin, G., Linnartz, J. P. & Martin, G., 15 May 2019, In : Energies. 12, 10, 28 p., 1860.

Research output: Contribution to journalArticleAcademicpeer-review

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

Multiset-partition distribution matching

Fehenberger, T., Millar, D. S., Koike-Akino, T., Kojima, K. & Parsons, K., Mar 2019, In : IEEE Transactions on Communications. 67, 3, p. 1885 - 1893 9 p., 8533438.

Research output: Contribution to journalArticleAcademicpeer-review

14 Citations (Scopus)

NOMA for MIMO visible light communications: a spatial domain perspective

Chen, C., Yang, Y., Deng, X., Du, P., Yang, H., Chen, Z. & Zhong, W-D., 2019, (Accepted/In press) IEEE Global Communications Conference (GLOBECOM 2019).

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

Normal fetal cardiac deformation values in pregnancy: a prospective cohort study protocol

van Oostrum, N. H. M., Oei, S. G. & van Laar, J. O. E. H., 27 Dec 2019, In : BMC Pregnancy and Childbirth. 19, 1, 5 p., 524.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
10 Downloads (Pure)

Novel post-distortion to mitigate LED nonlinearity in high-speed visible light communications

Deng, X., Mardanikorani, S., Arulandu, K. & Linnartz, J. P. M. G., 19 Feb 2019, 2018 IEEE Globecom Workshops, GC Wkshps 2018 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, 6 p. 8644284

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

3 Citations (Scopus)

On accurate, automated and insightful deviation analysis of clinical protocols

Yan, H., Lu, X., van Gorp, P., Heines, S. J. H., Nan, S., van Mook, W., Bergmans, D., Kaymak, U. & Duan, H., 21 Jan 2019, 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 1130-1134 5 p. 8621133

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