• De Groene Loper 19, Flux

    5612 ap Eindhoven

    Netherlands

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

    5600 MB Eindhoven

    Netherlands

Research Output

2020

30% Reach Increase via Low-complexity Hybrid HD/SD FEC and Improved 4D Modulation

Liga, G., Chen, B., van der Heide, S., Sheikh, A., van den Hout, M., Okonkwo, C. M. & Alvarado, A., 1 Jul 2020, In : IEEE Photonics Technology Letters. 32, 13, p. 827-830 4 p., 9096398.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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7 Downloads (Pure)
Open Access

Achievable Information Rates for Probabilistic Amplitude Shaping: An Alternative Approach via Random Sign-Coding Arguments

Gültekin, Y. C., Alvarado, A. & Willems, F. M. J., 11 Jul 2020, In : Entropy. 22, 7, 23 p., 762.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

A mobile app for longterm monitoring of narcolepsy symptoms: design, development, and evaluation

Quaedackers, L., de Wit, J., Pillen, S., van Gilst, M., Batalas, N., Lammers, G. J., Markopoulos, P. & Overeem, S., 7 Jan 2020, In : JMIR Mhealth and Uhealth. 8, 1, 14 p., e14939.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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14 Downloads (Pure)

A modelling framework for assessment of arterial compliance by fusion of oscillometry and pulse wave velocity information

Bogatu, L. I., Turco, S., Mischi, M., Woerlee, P., Bouwman, A., Korsten, E. H. H. M. & Muehlsteff, J., Nov 2020, In : Computer Methods and Programs in Biomedicine. 196, 11 p., 105492.

Research output: Contribution to journalArticleAcademicpeer-review

Analysis and experimental demonstration of orthant-symmetric four-dimensional 7 bit/4D-sym modulation for optical fiber communication

Chen, B., Alvarado, A., Heide, S. V. D., Hout, M. V. D., Hafermann, H. & Okonkwo, C., 28 Mar 2020, In : arXiv. 2020, 13 p., 2003.12712.

Research output: Contribution to journalArticleAcademic

Open Access
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13 Downloads (Pure)

Analysis of CNN-based remote-PPG to understand limitations and sensitivities

Zhan, Q., Wang, W. & de Haan, G., 1 Mar 2020, In : Biomedical Optics Express. 11, 3, p. 1268-1283 16 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
1 Citation (Scopus)

A new incidence peak of childhood narcolepsy type 1 in 2013: a new perspective on the role of influenza virus?

Zhang, Z., Gool, J., Fronczek, R., Bassetti, C., Dauvilliers, Y., Mayer, G., Plazzi, G., Pizza, F., Santamaria, J., Partinen, M., Overeem, S., Peraita-Adrados, R., Sonka, K., Del Rio-Villegas, R., Heinzer, R., Wierzbicka, A., Hoegl, B., Young, P., Martins Da Silva, A., Manconi, M. & 9 others, Feketeova, E., Mathis, J., Paiva, T., Canellas, F., Lecendreux, M., Baumann, C., Haba-Rubio, J., Lammers, G. J. & Khatami, R., May 2020, In : European Journal of Neurobiology. 27, p. 101-102

Research output: Contribution to journalMeeting AbstractAcademic

Architecture Design and Development of an On-board Stereo Vision System for Cooperative Automated Vehicles

Kemsaram, N., Das, A. & Dubbelman, G., 20 Sep 2020, (Accepted/In press) Proceedings of 23rd IEEE International Conference on Intelligent Transportation Systems 2020 (IEEE ITSC 2020), Rhodes, Greece.

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

2 Citations (Scopus)

Associations of Arterial Stiffness With Cognitive Performance, and the Role of Microvascular Dysfunction: The Maastricht Study

Rensma, S. P., Stehouwer, C. D. A., van Boxtel, M. P. J., Houben, A. J. H. M., Berendschot, T. T. J. M., Jansen, J. F. A., Schalkwijk, C. G., Verhey, F. R. J., Kroon, A. A., Henry, R. M. A., Backes, W. H., Dagnelie, P. C., van Dongen, M. C. J. M., Eussen, S. J. P. M., Bosma, H., Köhler, S., Reesink, K. D., Schram, M. T. & van Sloten, T. T., 1 Jun 2020, In : Hypertension (Dallas, Tex. : 1979). 75, 6, p. 1607-1614 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

A Stereo Perception Framework for Autonomous Vehicles

Kemsaram, N., Das, A. & Dubbelman, G., 25 May 2020, (Accepted/In press) Proceedings of 2020 IEEE 91st Vehicular Technology Conference, Spring (2020 IEEE VTC-Spring), Antwerp, Belgium.

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

ASTEROIDS: A Stixel Tracking Extrapolation-based Relevant Obstacle Impact Detection System

Sanberg, W. P., Dubbelman, G. & de With, P. H. N., 13 May 2020, (Accepted/In press) In : IEEE Transactions on Intelligent Vehicles.

Research output: Contribution to journalArticleAcademicpeer-review

Automated classification of brain tissue: comparison between hyperspectral imaging and diffuse reflectance spectroscopy

Lai, M., Skyrman, S., Shan, C., Paulussen, E., Manni, F., Swamy, A., Babic, D., Edstrom, E., Persson, O., Burstrom, G., Elmi-Terander, A., Hendriks, B. H. W. & de With, P. H. N., 16 Mar 2020, Medical Imaging 2020: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). SPIE, 7 p. 113151X. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11315).

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

Automated discomfort detection for premature infants in NICU using time-frequency feature-images and CNNs

Sun, Y., Kommers, D., Tan, T., Wang, W., Long, X., Shan, C., van Pul, C., Aarts, R. M., Andriessen, P. & de With, P. H. N., 2020, Medical Imaging 2020: Computer-Aided Diagnosis. Hahn, H. K. & Mazurowski, M. A. (eds.). SPIE, Vol. 11314. 8 p. 11314. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 11314).

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

Automated multiparametric localization of prostate cancer based on B-mode, shear-wave elastography, and contrast-enhanced ultrasound radiomics

Wildeboer, R. R., Mannaerts, C. K., van Sloun, R. J. G., Budäus, L., Tilki, D., Wijkstra, H., Salomon, G. & Mischi, M., Feb 2020, In : European Radiology. 30, 2, p. 806-815 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

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

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, 16 p., 266.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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14 Downloads (Pure)

Automatic sleep staging using heart rate variability, body movements, and recurrent neural networks in a sleep disordered population

Fonseca, P., van Gilst, M. M., Radha, M., Ross, M., Moreau, A., Cerny, A., Anderer, P., Long, X., van Dijk, J. P. & Overeem, S., 6 Apr 2020, In : Sleep.

Research output: Contribution to journalArticleAcademicpeer-review

Bayesian joint state and parameter tracking in autoregressive models

Senoz, I., Podusenko, A., Kouw, W. M. & de Vries, A. B., Jun 2020, Conference on Learning for Dynamics and Control. Proceedings of Machine Learning Research, 10 p. 120

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

Open Access

Cancer detection rates of systematic and targeted prostate biopsies after biparametric MRI

Gayet, M. C. W., van der Aa, A. A. M. A., Beerlage, H. P., Schrier, B. P., Gielens, M., Heesakkers, R., Jager, G. J., Mulders, P. F. A. & Wijkstra, H., 3 Apr 2020, In : Prostate Cancer. 2020, p. 4626781 6 p., 4626781.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
7 Downloads (Pure)

Cardiac arrhythmia monitoring from clinical setting to daily life

Eerikäinen, L. M., 14 Oct 2020, (Accepted/In press) Eindhoven: Technische Universiteit Eindhoven.

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

Changes in leg cycling muscle synergies after training augmented by functional electrical stimulation in subacute stroke survivors: a pilot study

Ambrosini, E., Parati, M., Peri, E., De Marchis, C., Nava, C., Pedrocchi, A., Ferriero, G. & Ferrante, S., 27 Feb 2020, In : Journal of NeuroEngineering and Rehabilitation. 17, 1, 14 p., 35.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Characterization of light emitting diodes with transient measurements and simulations

Alexeev, A., 7 May 2020, Eindhoven: Technische Universiteit Eindhoven. 167 p.

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

Open Access
File
12 Downloads (Pure)

Cityscapes-Panoptic-Parts and PASCAL-Panoptic-Parts datasets for Scene Understanding

Meletis, P., Wen, X., Lu, C., de Geus, D. & Dubbelman, G., 16 Apr 2020, In : arXiv. 2020, 21 p., 2004.07944.

Research output: Contribution to journalArticleAcademic

Open Access
File
5 Downloads (Pure)

Coded modulation for 100G coherent EPON

Gerard, T., Dzieciol, H., Sillekens, E., Wakayama, Y., Alvarado, A., Killey, R. I., Bayvel, P. & Lavery, D., 1 Feb 2020, In : Journal of Lightwave Technology. 38, 3, p. 564-572 9 p., 8831407.

Research output: Contribution to journalArticleAcademicpeer-review

2 Downloads (Pure)

Cognition and quality of life in patients with poststroke epilepsy: a case–control study

van Tuijl, J. H., van Raak, E. P. M., van Oostenbrugge, R. J., Aldenkamp, A. P. & Rouhl, R. P. W., Mar 2020, In : Epilepsy and Behavior. 104, 4 p., 106444.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
8 Downloads (Pure)

Consensus on the reporting and experimental design of clinical and cognitive-behavioural neurofeedback studies (CRED-nf checklist)

Ros, T., Enriquez-Geppert, S., Zotev, V., Young, K. D., Wood, G., Whitfield-Gabrieli, S., Wan, F., Vuilleumier, P., Vialatte, F., Van De Ville, D., Todder, D., Surmeli, T., Sulzer, J. S., Strehl, U., Sterman, M. B., Steiner, N. J., Sorger, B., Soekadar, S. R., Sitaram, R., Sherlin, L. H. & 64 others, Schönenberg, M., Scharnowski, F., Schabus, M., Rubia, K., Rosa, A., Reiner, M., Pineda, J. A., Paret, C., Ossadtchi, A., Nicholson, A. A., Nan, W., Minguez, J., Micoulaud-Franchi, J-A., Mehler, D. M. A., Lührs, M., Lubar, J., Lotte, F., Linden, D. E. J., Lewis-Peacock, J. A., Lebedev, M. A., Lanius, R. A., Kübler, A., Kranczioch, C., Koush, Y., Konicar, L., Kohl, S. H., Kober, S. E., Klados, M. A., Jeunet, C., Janssen, T. W. P., Huster, R. J., Hoedlmoser, K., Hirshberg, L. M., Heunis, S., Hendler, T., Hampson, M., Guggisberg, A. G., Guggenberger, R., Gruzelier, J. H., Göbel, R. W., Gninenko, N., Gharabaghi, A., Frewen, P., Fovet, T., Fernández, T., Escolano, C., Ehlis, A-C., Drechsler, R., Christopher deCharms, R., Debener, S., De Ridder, D., Davelaar, E. J., Congedo, M., Cavazza, M., Breteler, M. H. M., Brandeis, D., Bodurka, J., Birbaumer, N., Bazanova, O. M., Barth, B., Bamidis, P. D., Auer, T., Arns, M. & Thibault, R. T., 1 Jun 2020, In : Brain. 143, 6, p. 1674-1685 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Continuous-Spectrum Infrared Illuminator for Camera-PPG in Darkness

Wang, W., Vosters, L. P. J. & den Brinker, A. C. B., 27 May 2020, In : Sensors. 20, 11, 3044.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Contrast-enhanced ultrasound quantification: from kinetic modeling to machine learning

Turco, S., Frinking, P., Wildeboer, R., Arditi, M., Wijkstra, H., Lindner, J. R. & Mischi, M., Mar 2020, In : Ultrasound in Medicine and Biology. 46, 3, p. 518-543 26 p.

Research output: Contribution to journalReview articleAcademicpeer-review

1 Citation (Scopus)

Contrast-enhanced ultrasound with dispersion analysis for the localization of prostate cancer: correlation with radical prostatectomy specimens

Postema, A. W., Gayet, M. C. W., van Sloun, R. J. G., Wildeboer, R. R., Mannaerts, C. K., Savci-Heijink, C. D., Schalk, S. G., Kajtazovic, A., van der Poel, H., Mulders, P. F. A., Beerlage, H. P., Mischi, M. & Wijkstra, H., 20 Feb 2020, In : World Journal of Urology.

Research output: Contribution to journalArticleAcademicpeer-review

Correction to: Towards a Better Understanding of Cognitive Deficits in Absence Epilepsy: a Systematic Review and Meta-Analysis (Neuropsychology Review, (2019), 29, 4, (421-449), 10.1007/s11065-019-09419-2)

Fonseca Wald, E. L. A., Hendriksen, J. G. M., Drenthen, G. S., van Kuijk, S. M. J., Aldenkamp, A. P., Vles, J. S. H., Vermeulen, R. J., Debeij-van Hall, M. H. J. A. & Klinkenberg, S., 1 Mar 2020, In : Neuropsychology Review. 30, 1, p. 164-165 2 p.

Research output: Contribution to journalComment/Letter to the editorAcademicpeer-review

Open Access
File
8 Downloads (Pure)
38 Downloads (Pure)

Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video)

de Groof, A. J., Struyvenberg, M. R., Fockens, K. N., van der Putten, J., van der Sommen, F., Boers, T. G., Zinger, S., Bisschops, R., de With, P. H., Pouw, R. E., Curvers, W. L., Schoon, E. J. & Bergman, J. J. G. H. M., Jun 2020, In : Gastrointestinal Endoscopy. 91, 6, p. 1242-1250 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)

Deep learning approach for ECG-based automatic sleep state classification in preterm infants

Werth, J., Radha, M., Andriessen, P., Aarts, R. & Long, X., 1 Feb 2020, In : Biomedical Signal Processing and Control. 56, 10 p., 101663.

Research output: Contribution to journalArticleAcademicpeer-review

Deep learning in ultrasound imaging

van Sloun, R. J. G., Cohen, R. & Eldar, Y. C., Jan 2020, In : Proceedings of the IEEE. 108, 1, p. 11-29 19 p., 8808885.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
1 Downloads (Pure)

Deep-learning system detects neoplasia in patients with Barrett’s Esophagus with higher accuracy than endoscopists in a multi-step training and validation study with benchmarking

de Groof, A. J., Struyvenberg, M. R., van der Putten, J., van der Sommen, F., Fockens, K. N., Curvers, W. L., Zinger, S., Pouw, R. E., Coron, E., Baldaque-Silva, F., Pech, O., Weusten, B., Meining, A., Neuhaus, H., Bisschops, R. R., Dent, J., Schoon, E. J., de With, P. H. N. & Bergman, J. J., Mar 2020, In : Gastroenterology. 158, 4, p. 915-929.e4

Research output: Contribution to journalArticleAcademicpeer-review

8 Citations (Scopus)

Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy

van der Putten, J., Struyvenberg, M., de Groof, J., Scheeve, T., Curvers, W., Schoon, E., Bergman, J. J. G. H. M., de With, P. H. N. & van der Sommen, F., Mar 2020, In : Computerized Medical Imaging and Graphics. 80, 10 p., 101701.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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Deep Q-Network-Driven Catheter Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning and Dual-UNet

Yang, H., Shan, C., Kolen, A. F. & de With, P. H. N., 2020, (Accepted/In press) Proceedings of the 23rd International Conference on Medical Image Computing & Computer Assisted Intervention.

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

Deep unfolded robust PCA with application to clutter suppression in ultrasound

Solomon, O., Cohen, R., Zhang, Y., Yang, Y., He, Q., Luo, J., van Sloun, R. J. G. & Eldar, Y. C., Apr 2020, In : IEEE Transactions on Medical Imaging. 39, 4, p. 1051-1063 13 p., 8836615.

Research output: Contribution to journalArticleAcademicpeer-review

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

Detecting atrial fibrillation and atrial flutter in daily life using photoplethysmography data

Eerikäinen, L. M., Bonomi, A. G., Schipper, F., Dekker, L. R. C., de Morree, H. M., Vullings, R. & Aarts, R. M., Jun 2020, In : IEEE Journal of Biomedical and Health Informatics. 24, 6, p. 1610-1618 9 p., 8890854.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Detecting inspiratory holds in bedside waveforms using a probabilistic modeling approach

Diepen, A. V., 31 Jan 2020, In : arXiv. 5 p., 2001.11908.

Research output: Contribution to journalArticleAcademic

Open Access
File
9 Downloads (Pure)

Detection of clinically significant prostate cancer in biopsy-naïve men: direct comparison of systematic biopsy, multiparametric MRI- and contrast-ultrasound-dispersion imaging-targeted biopsy

Mannaerts, C. K., Engelbrecht, M. R. W., Postema, A. W., van Kollenburg, R. A. A., Hoeks, C. M. A., Savci-Heijink, C. D., van Sloun, R. J. G., Wildeboer, R. R., de Reijke, T. M., Mischi, M. & Wijkstra, H., 21 Apr 2020, In : BJU International.

Research output: Contribution to journalArticleAcademicpeer-review

Doppler ultrasound technology for fetal heart rate monitoring: a review

Hamelmann, P., Vullings, R., Kolen, A. F., Bergmans, J. W. M., van Laar, J. O. E. H., Tortoli, P. & Mischi, M., Feb 2020, In : IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control. 67, 2, p. 226-238 13 p., 8848855.

Research output: Contribution to journalReview articleAcademicpeer-review

Dynamic response-based LEDs health and temperature monitoring

Alexeev, A., Linnartz, J. P., Onushkin, G., Arulandu, K. & Martin, G., May 2020, In : Measurement: Journal of the International Measurement Confederation. 156, 8 p., 107599.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
10 Downloads (Pure)

EEG-based classification of epilepsy and PNES: EEG microstate and functional brain network features

Ahmadi, N., Pei, Y., Carrette, E., Aldenkamp, A. P. & Pechenizkiy, M., 1 Dec 2020, In : Brain Informatics. 7, 1, 22 p., 6.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

EEG functional connectivity is a weak predictor of causal brain interactions

Vink, J. J. T., Klooster, D. C. W., Ozdemir, R. A., Westover, M. B., Pascual-Leone, A. & Shafi, M. M., 1 Mar 2020, In : Brain Topography. 33, 2, p. 221-237 17 p.

Research output: Contribution to journalArticleAcademicpeer-review

Efficient Medical Instrument Detection in 3D Volumetric Ultrasound Data

Yang, H., Shan, C., Kolen, A. F. & de With, P. H. N., 2020, (Accepted/In press) In : IEEE Transactions on Biomedical Engineering.

Research output: Contribution to journalArticleAcademicpeer-review