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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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) & van de Ven, 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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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., May 2026, In: IEEE Transactions on Biomedical Engineering. 73, 5, p. 1921-1932 12 p., 11193861.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile13 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, p. 1-17 17 p., 4774.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile101 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 p. 11253962Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile16 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 p., 109038.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)112 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 p. 11253407Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile102 Downloads (Pure)
Press/Media
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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 of Media coverage
Press/Media: Expert Comment
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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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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 of Media coverage
Press/Media: Expert Comment
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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 of Media coverage
Press/Media: Expert Comment
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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 of Media coverage
Press/Media: Expert Comment