• De Groene Loper 19, Flux

    5612 ap Eindhoven

    Netherlands

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

    5600 MB Eindhoven

    Netherlands

Research Output

Filter
Article
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
File
7 Downloads (Pure)
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
File
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
File
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)

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

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 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
File
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

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)

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

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 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

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
File
17 Downloads (Pure)

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)

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

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

End-to-end trained encoder–decoder convolutional neural network for fetal electrocardiogram signal denoising

Fotiadou, E., Konopczyński, T., Hesser, J. & Vullings, R., 1 Jan 2020, In : Physiological Measurement. 41, 1, 1 p., 15005.

Research output: Contribution to journalArticleAcademicpeer-review

1 Downloads (Pure)

Enhanced visible light communication modulators with dual feedback control

Arulandu, K., Linnartz, J. P. & Deng, X., 2020, In : IEEE Journal of Emerging and Selected Topics in Power Electronics.

Research output: Contribution to journalArticleAcademicpeer-review

Enumerative sphere shaping for wireless communications with short packets

Gultekin, Y., van Houtum, W., Koppelaar, A. G. C. & Willems, F., 1 Feb 2020, In : IEEE Transactions on Wireless Communications. 19, 2, p. 1098-1112 15 p., 8895789.

Research output: Contribution to journalArticleAcademicpeer-review

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

False alarms reduction in non-convulsive status epilepticus detection via continuous EEG analysis

Wang, Y., Long, X., van Dijk, J. P., Aarts, R. M., Wang, L. & Arends, J. B. A. M., May 2020, In : Physiological Measurement. 41, 5, 14 p., 055009.

Research output: Contribution to journalArticleAcademicpeer-review

Fast panoptic segmentation network

de Geus, D., Meletis, P. & Dubbelman, G., Apr 2020, In : IEEE Robotics and Automation Letters. 5, 2, p. 1742-1749 8 p., 8972471.

Research output: Contribution to journalArticleAcademicpeer-review

1 Citation (Scopus)
1 Downloads (Pure)

Feasibility of non-invasive Foetal electrocardiography in a twin pregnancy

Noben, L., Westerhuis, M. E. M. H., van Laar, J. O. E. H., Kok, R. D., Oei, S. G. G., Peters, C. H. L. & Vullings, R., 15 Apr 2020, In : BMC Pregnancy and Childbirth. 20, 1, 215.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Functional brain network characteristics are associated with epilepsy severity in childhood absence epilepsy

Drenthen, G. S., Fasen, F., Fonseca Wald, E. L. A., Backes, W. H., Aldenkamp, A. P. B., Vermeulen, R. J., Debeij-van Hall, M. H. J. A., Hendriksen, J. G. M., Klinkenberg, S. & Jansen, J. F. A., 2020, In : NeuroImage: Clinical. 27, 6 p., 102264.

Research output: Contribution to journalArticleAcademic

Open Access

Go-With-the-Flow Swarm Sensing in Inaccessible Viscous Media

Duisterwinkel, E. H. A., Dubbelman, G., Talnishnikh, E., Bergmans, J. J. W. M., Wortche, H. J. & Linnartz, J. P. M. G., 15 Apr 2020, In : IEEE Sensors Journal. 20, 8, p. 4442-4452 11 p., 8935185.

Research output: Contribution to journalArticleAcademicpeer-review

Gradient boosting on decision trees for mortality prediction in transcatheter aortic valve implantation

Mamprin, M., Zelis, J. M., Tonino, P. A. L., Zinger, S. & With, P. H. N. D., 8 Jan 2020, In : arXiv. 2020, 4 p., 2001.02431.

Research output: Contribution to journalArticleAcademic

Open Access
File
20 Downloads (Pure)

Hard-Decision Coded Modulation for High-Throughput Short-Reach Optical Interconnect

Chen, B., Lei, Y., Liga, G., Okonkwo, C. M. & Alvarado, A., Apr 2020, In : Entropy. 22, 4, 400.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

HLA associations in narcolepsy type 1 persist after the 2009 H1N1 pandemic

Schinkelshoek, M., Fronczek, R., Verduijn, W., Haasnoot, G., Overeem, S., Donjacour, C., van der Heide, A., Roelen, D., Claas, F. & Lammers, G. J., 15 May 2020, In : Journal of Neuroimmunology. 342, 5 p., 577210.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
3 Downloads (Pure)

Hyperspectral Imaging for Skin Feature Detection: Advances in Markerless Tracking for Spine Surgery

Manni, F., van der Sommen, F., Zinger, S., Shan, C., Holthuizen, R., Lai, M., Burstrom, G., Hoveling, R. J. M., Edstrom, E., Elmi-Terander, A. & de With, P. H. N., 12 Jun 2020, In : Applied Sciences. 10, 12, 19 p., 4078.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Impact of makeup on remote-PPG monitoring

Wang, W. & Shan, C., May 2020, In : Biomedical Physics and Engineering Express. 6, 3, 16 p., 035004.

Research output: Contribution to journalArticleAcademicpeer-review

Intrapartum non-invasive electrophysiological monitoring: a prospective observational study

Lempersz, C., Noben, L., van Osta, G., Wassen, M., Meershoek, A., Bakker, P., Jacquemyn, Y., Cuerva, M., Vullings, R., Westerhuis, M. E. M. H. & Oei, S. G. G., 18 Apr 2020, In : Acta Obstetricia et Gynecologica Scandinavica.

Research output: Contribution to journalArticleAcademicpeer-review

Learning to Complete Partial Observations from Unpaired Prior Knowledge

Lu, C. & Dubbelman, G., Nov 2020, In : Pattern Recognition. 107, 107426.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Lesion Segmentation in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets

Xing, J., Li, Z., Wang, B., Qi, Y., Yu, B., Ghazvinian Zanjani, F., Zheng, A., Duits, R. & Tan, T., 5 Mar 2020, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Research output: Contribution to journalArticleAcademicpeer-review

Localizing B-lines in lung ultrasonography by weakly-supervised deep learning, in-vivo results

van Sloun, R. J. G. & Demi, L., Apr 2020, In : IEEE Journal of Biomedical and Health Informatics. 24, 4, p. 957-964 8 p., 8805336.

Research output: Contribution to journalArticleAcademicpeer-review

2 Citations (Scopus)