Projects per year
Personal profile
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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
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Projects
- 3 Active
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TKI-HTSM/23.0183 HASTA - Healthy Ageing Starts with a HealThy stArt
Vullings, R. (Project Manager), van Pul, C. (Project member), Palladino, G. (Project member), Sankaranarayanan, S. (Project member), van Weelden, S. (Project member), van der Hout-van der Jagt, M. B. (Project member), van Laar, J. O. E. H. (Project member), Acquaviva, G. (Project member), Peng, Z. (Project member) & de Vries, I. (Project member)
1/01/22 → 30/09/28
Project: Third tier
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TKI-HTSM/1912P08 PICASSO SPS: Perlnatal, CArdiovascular and Sleep medtech Solutions
van der Hagen, D. (Project communication officer), Peri, E. (Project member), van der Aar, J. (Project member), Peng, Z. (Project member), van Gorp, H. (Project member), Mischi, M. (Project Manager), Long, X. (Project member), Bester, M. (Project member) & Bergmans, J. W. M. (Project member)
1/01/20 → 31/12/25
Project: Third tier
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PICASSO WP3 Advanced NICU sensing (SMPE/e)
van Pul, C. (Project Manager) & Peng, Z. (Project member)
1/01/20 → 31/12/25
Project: Third tier
Research output
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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, p. 1236-1245 10 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
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., Mar 2024, In: IEEE Transactions on Instrumentation and Measurement. 73, 10 p., 10444648.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)80 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), Oct 2024, In: Computer Methods and Programs in Biomedicine. 255, 13 p., 108335.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)45 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 p., 025009 .Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)39 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 p. 10596705Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile
Press/Media
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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 of Media coverage
Press/Media: Expert Comment
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