Eindhoven MedTech Innovation Center

2025

2.5D mapping of the esophagus as imaging quality and completeness assuring extension for endoscopic computer-aided detection systems

Esselaar, E., Jaspers, T. J. M. (Corresponding author), Kusters, K., Boers, T., Jong, M. R., van Eijck van Heslinga, R. A. H., de Groof, A. J., Bergman, J. J. G. H. M., de With, P. H. N. & van der Sommen, F., 4 Apr 2025, Medical Imaging 2025: Computer-Aided Diagnosis. Astley, S. M. & Wismüller, A. (eds.). SPIE, 9 p. 1340733. (Proceedings of SPIE; vol. 13407).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Deep Sylvester Posterior Inference for Adaptive Compressed Sensing in Ultrasound Imaging

Penninga, S. W., van Gorp, H. & van Sloun, R. J. G., 7 Mar 2025, ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing. Institute of Electrical and Electronics Engineers, 5 p. 10888253

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Open Access

Does Care Lead to Bonds? Exploring the Relationship Between Human Caregiving for Robots and Human-Robot Bonding

Xu, J., Zhang, C., Cuijpers, R. H. & IJsselsteijn, W. A., 25 Apr 2025, CHI '25: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. Yamashita, N., Evers, V., Yatani, K., Ding, X., Lee, B., Chetty, M. & Toups-Dugas, P. (eds.). Association for Computing Machinery, Inc., 15 p. 690

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Find the Assembly Mistakes: Error Segmentation for Industrial Applications

Lehman, D., Schoonbeek, T. J. (Corresponding author), Hung, S.-H., Kustra, J., de With, P. H. N. & van der Sommen, F., 12 May 2025, Computer Vision – ECCV 2024 Workshops: Milan, Italy, September 29–October 4, 2024, Proceedings, Part IV. Del Bue, A., Canton, C., Pont-Tuset, J. & Tommasi, T. (eds.). Cham: Springer, p. 211-227 17 p. (Lecture Notes in Computer Science (LNCS); vol. 15626).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Glioblastoma Detection with Hyperspectral Image Analysis through Optimal Wavelength Selection

Verbers, M. (Corresponding author), Manni, F., Fabelo, H., Leon, R., Burström, G., Lagares, A., Piñeiro, J. F., Morera Molina, J., Marrero Callicó , G. & Zinger, S., 2025, (Accepted/In press) EMBC 2025.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Modelling Office Lighting Optimization for Daylight Saving Time Transitions

Xu, M., Papatsimpa, C., van Gilst, M. M. & Linnartz, J. P., 18 Feb 2025, 2024 IEEE Sustainable Smart Lighting World Conference & Expo, LS24. Institute of Electrical and Electronics Engineers, 4 p. 10880902

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

MTFL: Multi-Timescale Feature Learning for Weakly-supervised Anomaly Detection in Surveillance Videos

Zhang, Y., Akdag, E. (Corresponding author), Bondarev, E. & de With, P. H. N., 24 Feb 2025, Seventeenth International Conference on Machine Vision, ICMV 2024. Osten, W. (ed.). SPIE, 8 p. 135170M. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13517).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Multi-Object Keypoint Detection and Pose Estimation for Pigs

Guo, Q., Pei, D., Sun, Y., Langenhuizen, P. P. J. H., Orsini, C. A. E. M., Martinsen, K. H., Nordbø, Ø., Bolhuis, J. E., Bijma, P. & de With, P. H. N., 2025, Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. Bashford-Rogers, T., Meneveaux, D., Ammi, M., Ziat, M., Jänicke, S., Purchase, H., Radeva, P., Furnari, A., Bouatouch, K. & Sousa, A. (eds.). SciTePress Digital Library, Vol. 3. p. 466-474 9 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Objective Diagnosis of Depression and Autism Spectrum Disorder Based on fMRI Time Series Statistics

Szkudlarek, J., Schielen, S., Dinis Fernandes, C., Ruijters, D., Aldenkamp, A. P. & Zinger, S., 2025, VISAGRAPP 2025: 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications. p. 291-298 8 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Self-supervised learning for automated image quality assessment in endoscopy

Jaspers, T. J. M. (Corresponding author), Jong, M. R., Kusters, K., Boers, T., van Eijck van Heslinga, R. A. H., Jukema, J. B., de Groof, A. J., Bergman, J. J. G. H. M., de With, P. H. N. & van der Sommen, F., 11 Apr 2025, Medical Imaging 2025: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, p. 326-332 7 p. 134061A. (Proceedings of SPIE; vol. 13406).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Sequential Posterior Sampling with Diffusion Models

Stevens, T. S. W., Nolan, O., Robert, J.-L. & van Sloun, R. J. G., 7 Mar 2025, ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers, 5 p. 10889752

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TeG: Temporal-Granularity Method for Anomaly Detection with Attention in Smart City Surveillance

Akdag, E., Bondarev, E. & de With, P. H. N., 27 Jan 2025, 2024 IEEE International Conference on Visual Communications and Image Processing, VCIP 2024. Institute of Electrical and Electronics Engineers, 6 p. 10849819

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

2024

2D Contrast-Ultrasound Dispersion Imaging of Angiogenesis in Adenomyosis: First Experimental Measurements

Kandi, F., Dinis Fernandes, C., Turco, S., de Bock, E., Juffermans, L. J. M., Huirne, J. A. F. & Mischi, M., 29 Jul 2024, IEEE International Workshop on Medical Measurement and Applications, MEMEA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596726

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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3D Decision Support Tool for Brain Tumour Surgery: The STRATUM Project

Fabelo, H. (Corresponding author), Leon, R. (Corresponding author), Verbers, M., Zinger, S., Manni, F., Marrero Callicó , G. (Corresponding author) & STRATUM Consortium, 6 Nov 2024, 2024 27th Euromicro Conference on Digital System Design, DSD 2024. Kryjak, T. & Petrot, F. (eds.). Institute of Electrical and Electronics Engineers, p. 443-450 8 p. 10741852

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Open Access

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1 Citation (Scopus)

3 Downloads (Pure)

An Interpretability-Driven Fuzzy Modeling Methodology for Personalized Meal Detection

De Carvalho, D. F., Kaymak, U., Van Gorp, P. & Van Riel, N., 5 Aug 2024, 2024 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2024. Institute of Electrical and Electronics Engineers, 8 p. 10611914

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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A spatiotemporal deep-learning model for force estimation from surface electromyography

Simon, P.-E., Peri, E., Long, X., Van Dijk, J. P. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 5 p. 10596729

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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1 Citation (Scopus)

2 Downloads (Pure)

Attention on Sleep Stage Specific Characteristics

Huijben, I. A. M. (Corresponding author), Overeem, S., Van Gilst, M. M. & Van Sloun, R. J. G., 17 Dec 2024, 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024. Institute of Electrical and Electronics Engineers, 4 p. 10782554

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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2 Citations (Scopus)

Automated Camera Calibration via Homography Estimation with GNNs

D'Amicantonio, G., Bondarev, E. & De, P. H. N., 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers, p. 5864-5871 8 p. 10483620

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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7 Citations (Scopus)

21 Downloads (Pure)

Automated Generation of Instance Segmentation Labels for Traffic Surveillance Models

Scholte, D., Urselmann, T. T. G., Zwemer, M. H., Bondarev, E. & de With, P. H. N., 2024, Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications: Volume 3: VISAPP. Radeva, P., Furnari, A., Bouatouch, K. & Sousa, A. A. (eds.). SciTePress Digital Library, p. 350-358 9 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Automated Surgical Urethral Length Estimation for Robot-Assisted Radical Prostatectomy

de Nijs, J., Jaspers, T. J. M., Bakker, A. F. H. A., Brinkman, W. M., de With, P. H. N. & van der Sommen, F., 22 Aug 2024, 2024 IEEE International Symposium on Biomedical Imaging, ISBI 2024. Institute of Electrical and Electronics Engineers, 5 p. 10635376

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Benefits of Human-AI Interaction for Expert Users Interacting with Prediction Models: a Study on Marathon Running

Muijlwijk, H., Willemsen, M. C., Smyth, B. & IJsselsteijn, W. A., 5 Apr 2024, IUI '24: Proceedings of the 29th International Conference on Intelligent User Interfaces. New York: Association for Computing Machinery, Inc., p. 245–258 14 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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1 Citation (Scopus)

61 Downloads (Pure)

Chic-Marker: Fashionably Fusing Fiducial Markers into Apparel and Accessories

Liang, R.-H., van Iterson, H., Krueger, H., Toeters, M. & Feijs, L., 7 Jul 2024, SCF '24: Proceedings of the 9th ACM Symposium on Computational Fabrication. Wessely, M., Savage, V., Didyk, P. & Martinez, J. (eds.). Association for Computing Machinery, Inc., 15 p. 1

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Contextualizing the "Why": The Potential of Using Visual Map As a Novel XAI Method for Users with Low AI-literacy

Jansen, A., Leborgne, F., Wang, Q. & Zhang, C., 11 May 2024, CHI 2024 - Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, Inc., 7 p. 87

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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1 Citation (Scopus)

33 Downloads (Pure)

Data-Enabled Design: Designing Intelligent Ecosystems through Design Plumbing and Futuring

Noortman, R., Lovei, P., Raviselvam, S. & Funk, M., 24 Jun 2024, EICS '24 Companion: Companion Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing Systems. Nebeling, M., Spano, L. D. & Creissac Campos, J. (eds.). Association for Computing Machinery, Inc., p. 111-112 2 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Deep Unfolding for Sparse Distance Recovery in PMCW MIMO Automotive Radar

Overdevest, J., Ji, J., Koppelaar, A. G. C., Pandharipande, A., Belt, H. J. W. & Van Sloun, R. J. G., 4 Nov 2024, 2024 21st European Radar Conference, EuRAD 2024. Institute of Electrical and Electronics Engineers, p. 31-34 4 p. 10734898

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Development and assessment of a cyanosis simulator in a fetal manikin for extra-uterine life support innovation

van Haren, J., Verschueren, K., Delbressine, F. L. M., Beijes, M. & van Riet, C. M., 28 Feb 2024, ICBBE 2023: Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering. New York: Association for Computing Machinery, Inc., p. 252–261 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Dynamic Causal Modelling Applied to Functional MRI of Depression: An Objective Diagnosis

Schielen, S., Stepanov, D., Cîrstian, R., Ruijters, D., Aldenkamp, A. P. & Zinger, S., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA). Institute of Electrical and Electronics Engineers, 6 p. 10596739

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Electric Field Distributions in Brain Stimulation Experimental Setups

Raaijmakers, E. A. L., van Beurden, M. C. & Mestrom, R. M. C., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596715

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Ensemble Approaches for Enhancing Robustness and Reproducibility in RNA-Seq-Based Genome-Scale Metabolic Models

Theeuwes, B., Kroon, J. & Van Riel, N., 1 Oct 2024, (Accepted/In press) 9th Conference on Constraint-Based Reconstruction and Analysis: COBRA 2024. American Institute of Chemical Engineers (AIChE)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Estimating respiratory effort through diaphragmatic electromyography on simulated airway obstructions

Grońska, G., Peri, E., Long, X., van Meulen, F., van Dijk, J. P. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596884

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Evaluating task-specific augmentations in self-supervised pre-training for 3D medical image analysis

Claessens, C. H. B., Hamm, J. J. M., Viviers, C. G. A., Nederend, J., Grünhagen, D. J., Tanis, P. J., de With, P. H. N. & van der Sommen, F., 2 Apr 2024, Medical Imaging 2024: Image Processing. Colliot, O. & Mitra, J. (eds.). SPIE, 8 p. 129261L. (Proceedings of SPIE; vol. 12926).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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2 Citations (Scopus)

68 Downloads (Pure)

Explainable Machine Learning Based Prediction of Severity of Heart Failure Using Primary Electronic Health Records

Ganesan, R. (Corresponding author), Habraken, S. C., van de Vosse, F. N. & Huberts, W., 22 Aug 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems: Proceedings of MIE 2024. Mantas, J., Hasman, A., Demiris, G., Saranto, K., Marschollek, M., Arvanitis, T. N., Ognjanović, I., Benis, A., Gallos, P., Zoulias, E. & Andrikopoulou, E. (eds.). IOS Press, p. 542-546 5 p. (Studies in Health Technology and Informatics; vol. 316).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Explainable machine learning for central apnea detection in premature infants

Varisco, G., Peng, Z., Andriessen, P., van Pul, C. & Long, X., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596705

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Exploring Microbiota Plasticity in the Small Intestine through Spatiotemporal Metabolic Modeling

Van Riel, N., Verbeek, C. & Hilbers, P. A. J., 1 Oct 2024, (Accepted/In press) 9th Conference on Constraint-Based Reconstruction and Analysis: COBRA 2024. Palsson, B. (ed.). San Diego: American Institute of Chemical Engineers (AIChE)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

External validation of the Advanced Alert Monitor (AAM) in a Dutch Hospital

Bakkes, T., de Bie Dekker, A., van der Stam, J., Kaymak, U., Mischi, M., Bouwman, A. & Turco, S., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 5 p. 10596888

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Feasibility of 3D Ultrasound Strain Analysis in the Non-Pregnant Uterus

Cheng, A., Huang, Y., Schoot, D., Xu, L. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA). Institute of Electrical and Electronics Engineers, 6 p. 10596735

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Feasibility of Measuring Thermodilution Curve Recirculation with a Novel High-Resolution Integrated Photonic Sensor-System

Gerards, N. P. C. M., Rutten, M. C. M., Turco, S., Mischi, M., Bouwman, R. A., Korsten, H. H. M., Backx, T. & van de Vosse, F. N., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596780

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Improved mECG Removal and fECG Extraction by Integrated Periodic Components Analysis and Singular Value Decomposition

Galli, A., Peri, E., Hamelmann, P. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596833

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Improved Non-Invasive Detection of Congenital Heart Disease with Sparse Domain Kalman Filtering for Fetal ElectrocarDiogram Denoising

de Vries, I. R., van Laar, J. O. E. H., van der Hout-van der Jagt, M. B., Clur, S. A. B. & Vullings, R., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 4 p. 10596881

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Improving video-based actigraphy for sleep monitoring of preterm infants

Peng, Z., Zhang, D., van Pul, C., Liang, J., Andriessen, P., Aarts, R. M. & Long, X., 25 Mar 2024, 2023 IEEE International Conference on E-health Networking, Application & Services, Healthcom. Institute of Electrical and Electronics Engineers, p. 61-65 5 p. 10472386

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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IndustReal: A Dataset for Procedure Step Recognition Handling Execution Errors in Egocentric Videos in an Industrial-Like Setting

Schoonbeek, T. J., Houben, T., Onvlee, H., de With, P. H. N. & van der Sommen, F., 9 Apr 2024, 2024 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers, p. 4353-4362 10 p. 10484389

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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14 Citations (Scopus)

18 Downloads (Pure)

Local Density Random Walk Model Preprocessing for Local Shear Wave Viscoelastographic Estimation

Li, X., Turco, S., Wijkstra, H. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA). Institute of Electrical and Electronics Engineers, 6 p. 10596730

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Localization of a Nasogastric Feeding Tube Using High-Frequency Harmonic Radar - a Feasibility Study

Geubbels, L., Mestrom, R. M. C. & Reniers, A. C. F., 26 Apr 2024, 2024 18th European Conference on Antennas and Propagation, EuCAP 2024. Institute of Electrical and Electronics Engineers, 5 p. 10500921

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Measurement of cardio-respiratory dynamics during sleep arousals with a suprasternal pressure sensor

Cerina, L., Papini, G. B., Fonseca, P., Overeem, S. & Vullings, R., 29 Jul 2024, M2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596779

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Measurement of Sweat Gland Activity by Sweat Sensing and Deep Learning

Haakma, J., Esselaar, E., Peri, E., Turco, S. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596840

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Model-Based Approaches for Breath-to-breath Estimation of Patient Effort during Mechanical Ventilation

Van Diepen, A., Bakkes, T., De Bie Dekker, A., Bouwman, A., Woerlee, P., Turco, S. & Mischi, M., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596923

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Model-Based Diffusion for Mitigating Automotive Radar Interference

Overdevest, J., Wei, X., Van Gorp, H. & Van Sloun, R. J. G., 15 Aug 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, ICASSPW 2024. Institute of Electrical and Electronics Engineers, p. 284-288 5 p. 10626218

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Movement quantification in preterm infants: Comparing motion extraction from ECG signals and from pressure sensitive fiber optics mat

Palladino, G., Peng, Z., Kommers, D., van den Boom, H., Raz, O., Long, X., Andriessen, P., Niemarkt, H. & van Pul, C., 29 Jul 2024, 2024 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2024. Institute of Electrical and Electronics Engineers, 6 p. 10596738

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Multi-center Ovarian Tumor Classification Using Hierarchical Transformer-Based Multiple-Instance Learning

Claessens, C. H. B. (Corresponding author), Schultz, E., Koch, A. H., Nies, I., Hellström, T., Nederend, J., Niers-Stobbe, I., Bruining, A., Piek, J. M. J., de With, P. H. N. & van der Sommen, F., 9 Oct 2024, Cancer Prevention, Detection, and Intervention: Third MICCAI Workshop, CaPTion 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings. Ali, S., van der Sommen, F., Papież, B. W., Ghatwary, N., Jin, Y. & Kolenbrander, I. (eds.). Cham: Springer, p. 3-13 11 p.

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Optimizing Multi-expert Consensus for Classification and Precise Localization of Barrett's Neoplasia

Kusters, K., Boers, T., Jaspers, T. J. M., Jong, M. R., van Eijck van Heslinga, R. A. H., de Groof, A. J., Bergman, J. J. G. H. M., van der Sommen, F. & de With, P. H. N., 9 Oct 2024, Cancer Prevention, Detection, and Intervention: Third MICCAI Workshop, CaPTion 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings. Ali, S., van der Sommen, F., Papież, B. W., Ghatwary, N., Jin, Y. & Kolenbrander, I. (eds.). Cham: Springer, p. 83-92 10 p. (Lecture Notes in Computer Science (LNCS); vol. 15199).

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Eindhoven MedTech Innovation Center

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