!!Projects per year
Persoonlijk profiel
Quote
My name is Zheng Peng, and I just completed a Ph.D. in Applied Physics at Eindhoven University of Technology (TU/e) and started the postdoc position. My research is centered on monitoring and analyzing the movement patterns of preterm infants and their associated physiological status using machine learning and non-invasive technologies such as cameras and sensors. The goal is to gain insights into their motion behavior and contribute to improving their quality of life. I am currently working on a project within the e/MTIC framework, in collaboration with Maxima Medical Center and Philips Research in the Netherlands. Previously, I worked as a data scientist at Prodrive Technologies, and I also obtained my Master's degree from TU/e
Vingerafdruk
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- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
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TKI-HTSM/23.0183 HASTA - Healthy Ageing Starts with a HealThy stArt
Vullings, R. (Project Manager), van Pul, C. (Projectmedewerker), Palladino, G. (Projectmedewerker), Sankaranarayanan, S. (Projectmedewerker), van Weelden, S. (Projectmedewerker), van der Hout-van der Jagt, M. B. (Projectmedewerker), van Laar, J. O. E. H. (Projectmedewerker), Acquaviva, G. (Projectmedewerker), Peng, Z. (Projectmedewerker), de Vries, I. (Projectmedewerker) & van de Ven, I. (Projectmedewerker)
1/01/22 → 30/09/28
Project: Third tier
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PICASSO WP3 Advanced NICU sensing (SMPE/e)
van Pul, C. (Project Manager) & Peng, Z. (Projectmedewerker)
1/01/20 → 31/12/25
Project: Third tier
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TKI-HTSM/1912P08 PICASSO SPS: Perlnatal, CArdiovascular and Sleep medtech Solutions
van der Hagen, D. (Project communicatie medewerker), Peri, E. (Projectmedewerker), van der Aar, J. (Projectmedewerker), Peng, Z. (Projectmedewerker), van Gorp, H. (Projectmedewerker), Mischi, M. (Project Manager), Long, X. (Projectmedewerker), Bester, M. (Projectmedewerker) & Bergmans, J. W. M. (Projectmedewerker)
1/01/20 → 31/12/25
Project: Third tier
Onderzoeksoutput
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External Validation Complexities: A Comparative Study of Late-onset Sepsis Prediction Models Across Multiple Clinical Environments
Peng, Z. (Corresponding author), Schouten, J. S., Silvertand, D., Long, X., Lake, D. E., Taal, H. R., Niemarkt, H. J., Andriessen, P., Sullivan, B. & Pul, C. V., mei 2026, In: IEEE Transactions on Biomedical Engineering. 73, 5, blz. 1921-1932 12 blz., 11193861.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand6 Downloads (Pure) -
A Two-Dimensional Position and Motion Monitoring System for Preterm Infants Using a Fiber-Optic Pressure-Sensitive Mattress
Palladino, G. (Corresponding author), Peng, Z., Kommers, D., van den Boom, H. P. A., Raz, O., Long, X., Andriessen, P., Niemarkt, H. & van Pul, C., 1 aug 2025, In: Sensors. 25, 15, blz. 1-17 17 blz., 4774.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand87 Downloads (Pure) -
Breathing Rate Detection in Preterm Infants Using a Fiber Optic Pressure-Sensitive Mattress: a feasibility study
Palladino, G., Peng, Z., Attema, K.-J., Kommers, D., van den Boom, H., Long, X., Raz, O., Andriessen, P., Niemarkt, H. & van Pul, C., 3 dec 2025, 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Institute of Electrical and Electronics Engineers, 5 blz. 11253962Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand5 Downloads (Pure) -
Improving central apnea detection in preterm infants: Neural network strategies and clinical impact
Varisco, G. (Corresponding author-nrf), Peng, Z. (Corresponding author), Niemarkt, H., Andriessen, P., van Pul, C. & Long, X., dec 2025, In: Computer Methods and Programs in Biomedicine. 272, 12 blz., 109038.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand94 Downloads (Pure) -
Improving Machine Learning Models of Late-onset Sepsis Prediction Using Optimized Control Group Selection: A Comparative Study
Peng, Z., Niemarkt, H., Long, X., Andriessen, P. & van Pul, C., 3 dec 2025, 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC. Institute of Electrical and Electronics Engineers, 6 blz. 11253407Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand68 Downloads (Pure)
Knipsels
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Findings on Nanospheres Detailed by Investigators at Dongguan University of Technology (Synergistic S-doped Biomass Carbon and N-doped Carbon for Construction of Interlayer Expanded Mos2 Core/shell Nanospheres for Potassium and Sodium Storage)
1/09/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Reports on Science and Technology Findings from Eindhoven University of Technology Provide New Insights (Continuous sensing and quantification of body motion in infants: A systematic review)
Peng, Z., Andriessen, P., van Pul, C. & Long, X.
31/07/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Wuhan University of Technology Reports Findings in Nanosheets (High-performance dielectric film capacitors based on cellulose/Al2O3 nanosheets/PVDF composites)
16/06/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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New Sepsis Findings Reported from Eindhoven University of Technology (A Continuous Late-onset Sepsis Prediction Algorithm for Preterm Infants Using Multi-channel Physiological Signals From a Patient Monitor)
van Pul, C., Long, X., Peng, Z., Varisco, G. & Andriessen, P.
5/04/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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Recent Findings from Hangzhou Dianzi University Has Provided New Information about Nanocomposites (Enhanced Formaldehyde Gas Sensor Based On Au-loaded Znsno3 Microspheres Nanocomposites)
23/03/23
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar