Projecten per jaar
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
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 3 Actief
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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)
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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Characterising the motion and cardiorespiratory interaction of preterm infants can improve the classification of their sleep state
Zhang, D., Peng, Z., Sun, S., van Pul, C., Shan, C., Dudink, J., Andriessen, P., Aarts, R. M. & Long, X. (Corresponding author), jun. 2024, In: Acta Paediatrica. 113, 6, blz. 1236-1245 10 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand33 Downloads (Pure) -
Continuous movement quantification in preterm infants using fiber mat: Advancing long-term monitoring in hospital settings
Peng, Z. (Corresponding author), Zhao, Y., Kommers, D., van den Boom, H. P. A., Liang, J., Long, X., Niemarkt, H. J., Andriessen, P. & van Pul, C., mrt. 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, 10 blz., 10444648.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand1 Citaat (Scopus)73 Downloads (Pure) -
Continuous prediction and clinical alarm management of late-onset sepsis in preterm infants using vital signs from a patient monitor
Yang, M., Peng, Z., van Pul, C., Andriessen, P., Dong, K., Silverstand, D., Li, J., Liu, C. & Long, X. (Corresponding author), okt. 2024, In: Computer Methods and Programs in Biomedicine. 255, 13 blz., 108335.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand2 Citaten (Scopus)43 Downloads (Pure) -
Detecting central apneas using multichannel signals in premature infants
Varisco, G. (Corresponding author), Peng, Z., Kommers, D., Cottaar, E. J. E., Andriessen, P., Long, X. & van Pul, C., feb. 2024, In: Physiological Measurement. 45, 2, 19 blz., 025009 .Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand2 Citaten (Scopus)38 Downloads (Pure) -
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 blz. 10596705Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand4 Downloads (Pure)
Knipsels
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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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11 12 sep17 18aug 8416 9975-1-ed (edit)
12/10/20
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar