• De Groene Loper 19, Flux

    5612 ap Eindhoven

    Netherlands

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

    5600 MB Eindhoven

    Netherlands

Research Output 1967 2020

2020

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

Mobile Applications
Narcolepsy
Sleep
Emotions
Sleep Paralysis
Artificial Intelligence
Artificial intelligence
Prostatic Neoplasms
Learning
Imaging techniques

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, SPIE Medical Imaging. SPIE

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

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., 7 Jan 2020, In : Ultrasound in Medicine and Biology.

Research output: Contribution to journalReview articleAcademicpeer-review

machine learning
Contrast Media
kinetics
Ultrasonography
Spatio-Temporal Analysis

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., 9 Jan 2020, In : Gastrointestinal Endoscopy.

Research output: Contribution to journalArticleAcademicpeer-review

Learning
Neoplasms
Barrett Esophagus
Sensitivity and Specificity
Endoscopy

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

Electrocardiography
Premature Infants
Sleep
Learning
Network architecture
22 Downloads (Pure)
Open Access
File

Feasibility study of catheter segmentation in 3D Frustum Ultrasounds by DCNN

Min, L., Yang, H., Shan, C., Kolen, A. F. & de With, P., 2020, (Accepted/In press) Image-Guided Procedures, Robotic Interventions, and Modeling: Image-Guided Procedures, Robotic Interventions, and Modeling.

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

Catheters
Ultrasonics
Costs
Bandwidth
Imaging techniques
2019
4 Downloads (Pure)

11,700 km transmission at 4.8 bit/4D-sym via four-dimensional geometrically-shaped polarization-ring-switching mModulation

van der Heide, S., Chen, B., van den Hout, M., Liga, G., Koonen, T., Hafermann, H., Alvarado, A. & Okonkwo, C., 1 Jul 2019, OECC/PSC 2019 - 24th OptoElectronics and Communications Conference/International Conference Photonics in Switching and Computing 2019. Piscataway: Institute of Electrical and Electronics Engineers, 3 p. 8817687

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

Dense wavelength division multiplexing
Erbium doped fiber amplifiers
format
Amplification
Modulation
19 Downloads (Pure)

11,700 km Transmission at 4.8 bit/4D-sym via four-dimensional geometrically-shaped polarization-ring-switching modulation

Heide, S. V. D., Chen, B., Hout, M. V. D., Liga, G., Koonen, T., Hafermann, H., Alvarado, A. & Okonkwo, C., 29 Apr 2019, In : arXiv. 3 p., 1904.12561 .

Research output: Contribution to journalConference articleAcademic

Open Access
File
format
modulation
rings
polarization
2 Downloads (Pure)
Open Access
File
decoders
nonlinearity
modulation
transponders
decoding

3-D multi-parametric contrast-enhanced ultrasound for the prediction of prostate cancer

Wildeboer, R. R., van Sloun, R. J. G., Huang, P., Wijkstra, H. & Mischi, M., 10 Jul 2019, In : Ultrasound in Medicine and Biology. 45, 10, p. 2713-2724 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Prostatic Neoplasms
cancer
predictions
machine learning
Biopsy

555 - Contrast enhanced ultrasound for the localization of prostate cancer – correlation with radical prostatectomy specimens

Gayet, M., Postema, A. W., van Sloun, R., Wildeboer, R., Schalk, S., Mannaerts, C., Beerlage, H., Mischi, M. & Wijkstra, H., Mar 2019, In : European Urology Supplements. 18, 1, p. e739-e740 2 p.

Research output: Contribution to journalConference articleAcademicpeer-review

Open Access
Prostatectomy
Contrast Media
Ultrasonography
Prostatic Neoplasms
Prostate

ABC analysis of an aerospace business case on ALM echnologies in aerospace and defence supply chain

Kemsaram, N., Kishore Kumar Maley & Raghunandan Mahadevan, 29 Apr 2019, In : Small Enterprises Development, Management & Extension Journal. 46, 1, p. 24-34 11 p.

Research output: Contribution to journalArticleProfessional

Supply chains
Costs
Industry
3D printers
3 Citations (Scopus)
1 Downloads (Pure)

A broadband method of quantifying phase synchronization for discriminating seizure EEG signals

Wang, L., Long, X., Aarts, R. M., van Dijk, J. P. & Arends, J. B. A. M., 20 Jun 2019, In : Biomedical Signal Processing and Control. 52, p. 371-383 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Electroencephalography
Synchronization
Seizures
Recurrence
Brain
1 Citation (Scopus)

Accelerated cognitive ageing in epilepsy: A neuropsychological evaluation of cognitive deterioration

Breuer, L. E. M., Bernas, A., Boon, P., Besseling, R. M. H., Carrette, E. C. B., de Louw, A. & Aldenkamp, A. P., May 2019, In : Archives of Clinical Neuropsychology. 34, 3, p. 301-309 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Epilepsy
Aptitude
DEET
Cognitive Aging
Cognition

Accurate thermal transient measurements interpretation of monochromatic LEDs

Alexeev, A., Martin, G., Onushkin, G. & Linnartz, J. P., Mar 2019, (Accepted/In press) Proceedings of Semi-Therm 35 : The 35th Annual Thermal Measurement, Modeling and Management Symposium March 18th - 22nd, 2019.

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

Light emitting diodes
Light reflection
Heat generation
Domes
Heat losses
1 Citation (Scopus)
1 Downloads (Pure)

A comparison of lighting control strategies for open offices

Lashina, T., van der Vleuten-Chraibi, S., Despenic, M., Shrubsole, P., Rosemann, A. & van Loenen, E., 1 Feb 2019, In : Building and Environment. 149, p. 68-78 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

work environment
Lighting
resetting
office
comparison
2 Downloads (Pure)

Adaptive EEG channel selection for nonconvulsive seizure analysis

Wang, Y., Long, X., van Dijk, H., Aarts, R. & Arends, J., 31 Jan 2019, 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018. Piscataway: Institute of Electrical and Electronics Engineers, 5 p. 8631844

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

Electroencephalography
Brain
Monitoring

A domain agnostic normalization layer for unsupervised adversarial domain adaptation

Romijnders, R. R. F. M., Meletis, P. & Dubbelman, G., 4 Mar 2019, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV). Piscataway: Institute of Electrical and Electronics Engineers, p. 1866-1875 10 p. 8658995. (Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019).

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

Network performance
Semantics
Neural networks
Experiments
2 Citations (Scopus)

A dual stream network for tumor detection in hyperspectral images

Weijtmans, P. J. C., Shan, C., Tan, T., Brouwer de Koning, S. G. & Ruers, T. J. M., 1 Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. Piscataway: IEEE Computer Society, p. 1256-1259 4 p. 8759566

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

Medical applications
Tongue
Labels
Tumors
Tissue
2 Citations (Scopus)
37 Downloads (Pure)

A factor graph approach to automated design of Bayesian signal processing algorithms

Cox, M., van de Laar, T. & de Vries, B., 1 Jan 2019, In : International Journal of Approximate Reasoning. 104, p. 185-204 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Factor Graph
Signal Processing
Signal processing
Message passing
Message Passing
8 Downloads (Pure)

AffectiveWall: Designing Collective Stress-Related Physiological Data Visualization for Reflection

Xue, M., Liang, R-H., Yu, B., Funk, M., Hu, J. & Feijs, L., 2019, In : IEEE Access. 7, p. 131289-131303 15 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Data visualization
Visualization
Display devices
Health
1 Citation (Scopus)
32 Downloads (Pure)

Aggregated deep local features for remote sensing image retrieval

Imbriaco, R., Sebastian, C., Bondarau, E. & de With, P., 1 Mar 2019, In : Remote Sensing. 11, 5, 23 p., 493.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
remote sensing
imagery
experiment
method
state of the art
2 Citations (Scopus)
15 Downloads (Pure)

A machine learning-based detection technique for optical fiber nonlinearity mitigation

Amari, A., Lin, X., Dobre, O. A., Venkatesan, R. & Alvarado, A., 15 Apr 2019, In : IEEE Photonics Technology Letters. 31, 8, p. 627-630 4 p., 8660506.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
machine learning
Backpropagation
Learning systems
Optical fibers
optical fibers
26 Downloads (Pure)
Open Access
File
Intravenous Administration
Theoretical Models
Clinical Decision Support Systems
Mathematical models
Fluids
7 Citations (Scopus)
27 Downloads (Pure)

A multifunctional photonic integrated circuit for diverse microwave signal generation, transmission and processing

Zou, X., Zou, F., Cao, Z., Lu, B., Yan, X., Yu, G., Deng, X., Luo, B., Yan, L., Pan, W., Yao, J. & Koonen, A. M. J., Jun 2019, In : Laser & Photonics reviews. 13, 6, 10 p., 1800240.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Wave transmission
Photonics
integrated circuits
Integrated circuits
Microwaves
9 Downloads (Pure)

Analysis and optimization of distribution matching for the nonlinear fibre channel

Fehenberger, T. & Alvarado, A., 5 Jul 2019, In : arXiv. 4 p., 1907.02846v1.

Research output: Contribution to journalArticleAcademic

Open Access
File
Fibers
Chemical analysis
1 Citation (Scopus)
30 Downloads (Pure)

A new analysis approach for T2 relaxometry myelin water quantification: Orthogonal Matching Pursuit

Drenthen, G. S., Backes, W. H., Aldenkamp, A. P., Op ’t Veld, G. J. & Jansen, J. F. A., May 2019, In : Magnetic Resonance in Medicine. 81, 5, p. 3292-3303 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Myelin Sheath
Water
Least-Squares Analysis
Nervous System Diseases
Noise
2 Citations (Scopus)

An extended Kalman filter for fetal heart location estimation during Doppler-based heart rate monitoring

Hamelmann, P., Vullings, R., Mischi, M., Kolen, A. F., Schmitt, L. & Bergmans, J. W. M., 1 Sep 2019, In : IEEE Transactions on Instrumentation and Measurement. 68, 9, p. 3221-3231

Research output: Contribution to journalArticleAcademicpeer-review

heart rate
Extended Kalman filters
Kalman filters
transducers
Transducers
1 Citation (Scopus)
1 Downloads (Pure)

An improved dropping algorithm for line-of-sight massive MIMO with max-min power control

Farsaei, A., Alvarado, A., Willems, F. & Gustavsson, U., Jun 2019, In : IEEE Communications Letters. 23, 6, p. 1109-1112 4 p., 8695106.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Power Control
Beamforming
Min-max
MIMO systems
Multiple-input multiple-output (MIMO)
4 Downloads (Pure)

An improved dropping algorithm for line-of-sight massive MIMO with Tomlinson–Harashima precoding

Farsaei, A., Willems, F. M. J., Alvarado, A. & Gustavsson, U., Nov 2019, In : IEEE Communications Letters. 23, 11, p. 2099-2103

Research output: Contribution to journalArticleAcademicpeer-review

File
Precoding
MIMO systems
Multiple-input multiple-output (MIMO)
Power control
Power Control
2 Downloads (Pure)

An integrated framework for autonomous driving: object detection, lane detection, and free space detection

Kemsaram, N., Das, A. & Dubbelman, G., 31 Jul 2019, 2019 Third World Conference on Smart Trends in Systems Security and Sustainablity (WorldS4). Yang, X-S., Dey, N. & Joshi, A. (eds.). Piscataway: Institute of Electrical and Electronics Engineers, p. 260-265 6 p. 8904020

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

Open Access
Advanced driver assistance systems
Traffic signs
Motorcycles
Bicycles
Railroad tracks
1 Citation (Scopus)

Anomalous occupancy sensor behavior detection in connected indoor lighting systems

Violatto, G., Pandharipande, A., Li, S. & Schenato, L., 1 Apr 2019, IEEE 5th World Forum on Internet of Things, WF-IoT 2019 - Conference Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 335-339 5 p. 8767217

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

Lighting
Sensors
Classifiers
Office buildings
Signal detection
1 Citation (Scopus)
2 Downloads (Pure)

A novel clinical gland feature for detection of early Barrett’s neoplasia using volumetric laser endomicroscopy

Scheeve, T., Struyvenberg, M. R., Curvers, W. L., de Groof, J., Schoon, E. J., Bergman, J. J. G. H. M., van der Sommen, F. & de With, P. H. N., 13 Mar 2019, Medical Imaging 2019: Computer-Aided Diagnosis: Computer-Aided Diagnosis. Mori, K. & Hahn, H. K. (eds.). Bellingham: SPIE, 6 p. 10950-70. (Proceedings of SPIE; vol. 10950).

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

esophagus
glands
Barrett Esophagus
Lasers
histograms
6 Downloads (Pure)

A novel soft-aided bit-marking decoder for product codes

Liga, G., Sheikh, A. & Alvarado, A., 2019, In : arXiv. 4 p., 1906.09792v1.

Research output: Contribution to journalArticleAcademic

Open Access
File
Decoding
8 Downloads (Pure)

A paraplegic patient with fever and leucocytosis: not always what it seems

de Bie, A. J. R., Körver, S., Kersten, E., Kisters, J. M. H., Vrijhof, H. J. E. J. & Willems, J., 1 Jan 2019, In : Oncology in Clinical Practice. 15, 1, p. 71-74 4 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Leukocytosis
Squamous Cell Carcinoma
Fever
Neurogenic Urinary Bladder
Urinary Bladder
3 Downloads (Pure)

A performance enhancement technique for a Joint FMCW RadCom system

Lampel, F., Tigrek, R., Alvarado, A. & Willems, F., 29 Sep 2019, Proceedings of the 16th European Radar Conference. p. 169-172 4 p.

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

Radar
Communication
Chirp modulation
Phase modulation
Bandwidth
1 Citation (Scopus)
17 Downloads (Pure)

Applicability and reproducibility of 2D multi-slice GRASE myelin water fraction with varying acquisition acceleration

Drenthen, G. S., Backes, W. H., Aldenkamp, A. P. & Jansen, J. F. A., 15 Jul 2019, In : Neuroimage. 195, p. 333-339 7 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Myelin Sheath
Water
Brain
Demyelinating Diseases
Nervous System Diseases

Assessment of the reliability of the motor unit size index (MUSIX) in single subject "round-robin" and multi-centre settings

Alix, J. J. P., Neuwirth, C., Gelder, L., Burkhardt, C., Castro, J., de Carvalho, M., Gawel, M., Goedee, S., Grosskreutz, J., Lenglet, T., Moglia, C., Omer, T., Schrooten, M., Nandedkar, S., Stalberg, E., Barkhaus, P. E., Furtula, J., van Dijk, J. P., Baldinger, R., Costa, J. & 3 others, Otto, M., Sandberg, A. & Weber, M., May 2019, In : Clinical Neurophysiology. 130, 5, p. 666-674 9 p.

Research output: Contribution to journalArticleAcademicpeer-review

Songbirds
Muscles
Healthy Volunteers
Biomarkers

Asymmetric cryptography with physical unclonable keys

Uppu, R., Wolterink, T. A., Goorden, S. A., Chen, B., Škorić, B., Mosk, A. & Pinkse, P., 2019, In : Quantum Science and Technology. 4, 4, 7 p., 045011.

Research output: Contribution to journalArticleAcademicpeer-review

Wavefronts
Cryptography
Photons
Copying
Hardness
2 Citations (Scopus)
16 Downloads (Pure)

Author correction: Why rankings of biomedical image analysis competitions should be interpreted with care (Nature Communications, (2018), 9, 1, (5217), 10.1038/s41467-018-07619-7)

Maier-Hein, L., Eisenmann, M., Reinke, A., Onogur, S., Stankovic, M., Scholz, P., Arbel, T., Bogunovic, H., Bradley, A. P., Carass, A., Feldmann, C., Frangi, A. F., Full, P. M., van Ginneken, B., Hanbury, A., Honauer, K., Kozubek, M., Landman, B. A., März, K., Maier, O. & 18 others, Maier-Hein, K., Menze, B. H., Müller, H., Neher, P. F., Niessen, W., Rajpoot, N., Sharp, G. C., Sirinukunwattana, K., Speidel, S., Stock, C., Stoyanov, D., Taha, A. A., van der Sommen, F., Wang, C. W., Weber, M. A., Zheng, G., Jannin, P. & Kopp-Schneider, A., 1 Dec 2019, In : Nature Communications. 10, 1, 2 p., 588.

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

Open Access
File
HTML
ranking
image analysis
Image analysis
communication

Automated catheter localization in volumetric ultrasound using 3D patch-wise U-net with focal loss

Yang, H., Shan, C., Kolen, A. F. & de With, P., Sep 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, p. 1346-1350 5 p. 8803045

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

Catheters
Ultrasonics
Ablation
Entropy
Semantics
315 Downloads (Pure)

Automated design of Bayesian signal processing algorithms

van de Laar, T., 12 Jun 2019, Eindhoven: Technische Universiteit Eindhoven. 183 p.

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

Open Access
File
Signal processing
2 Citations (Scopus)

Automated detection of commissioning changes in connected lighting systems

Li, S., Pandharipande, A., Masini, B. & Caicedo, D., 1 Feb 2019, In : IEEE Internet of Things Journal. 6, 1, p. 898-905 8 p., 8436019.

Research output: Contribution to journalArticleAcademicpeer-review

Lighting
Sensors
Lighting fixtures
Testbeds
Classifiers

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., 10 Oct 2019, In : European Radiology. 30, 2, p. 806-815 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
Elasticity Imaging Techniques
Prostatic Neoplasms
Prostatectomy
ROC Curve
Area Under Curve
1 Citation (Scopus)
1 Downloads (Pure)

Automated preterm infant sleep staging using capacitive electrocardiography

Werth, J., Serteyn, A., Andriessen, P., Aarts, R. & Long, X., 4 Jun 2019, In : Physiological Measurement. 40, 5, 14 p., 055003.

Research output: Contribution to journalArticleAcademicpeer-review

Electrocardiography
Premature Infants
Sleep
Adhesives
Electrodes
2 Citations (Scopus)

Automated tumor assessment of squamous cell carcinoma on tongue cancer patients with hyperspectral imaging

Manni, F., van der Sommen, F., Zinger, S., Kho, E., Brouwer de Koning, S., Ruers, T., Shan, C., Schleipen, J. & de With, P., 8 Mar 2019, Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. Fei, B. & Linte, C. A. (eds.). Bellingham: SPIE, 7 p. 109512K. (Proceedings of SPIE; vol. 10951).

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

Tongue Neoplasms
Squamous Cell Carcinoma
Neoplasms
Computer-Assisted Surgery
Nasal Cavity