Personal profile
Research profile
Lars van de Kamp is currently a Doctoral Candidate in the Dynamics and control (D&C) group at the Eindhoven University of Technology (TU/e), Department of Mechanical Engineering. His current research interests include system identification, interpretable AI techniques, and control in the application area of mechanical ventilation. The aim of his research is to improve patient treatment and reduce the workload related to mechanical ventilation. His research is in collaboration with Demcon.
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Developing a mechanical ventilator that improves patient comfort and allows the hospital staff to catch their breath.
Academic background
Lars van de Kamp received a B.Sc. in Mechanical Engineering from the Eindhoven University of Technology, Eindhoven, The Netherlands, in 2019. He received the M.Sc. in Mechanical Engineering (cum laude) from the same university in 2021. His M.Sc. graduation work was on ‘Patient-ventilator asynchrony detection and classification within mechanical ventilation’ and contributes to improved patient treatment and reduced workload related to mechanical ventilation. His work was awarded the MSc thesis award (Mechanical Engineering).
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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Reducing annotation effort in patient-ventilator asynchrony detection with distance-based clustering
van de Kamp, L., Weller, D., Thijssen, R., Hunnekens, B., Bakkes, T., Turco, S., den Uil, C., Oomen, T. & van de Wouw, N., 17 Apr 2026, (E-pub ahead of print) In: IEEE Open Journal of Control Systems. XX, 11482846.Research output: Contribution to journal › Article › Academic › peer-review
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Closing the loop with Al in respiratory systems: From AI-diagnostics to decision-making
van de Kamp, L. G. J., 2 Dec 2025, Eindhoven: Eindhoven University of Technology. 218 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile193 Downloads (Pure) -
Label scarcity in the automatic detection and classification of patient-ventilator asynchrony
Thijssen, R., van de Kamp, L. G. J., Hunnekens, B. G. B. & van de Wouw, N., 2025, p. 118. 1 p.Research output: Contribution to conference › Abstract › Academic
Open AccessFile50 Downloads (Pure) -
MIMO-decoupling to improve pressure and flow tracking in mechanical ventilation
van de Kamp, L., Franklin, I., van Loon, B., Oomen, T. & van de Wouw, N., 21 Aug 2025, 2025 American Control Conference, ACC 2025. Institute of Electrical and Electronics Engineers, p. 1009-1014 6 p. 11107647Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)18 Downloads (Pure) -
Time-Series Out-of-Distribution Data Detection in Mechanical Ventilation
Van De Kamp, L. (Corresponding author), Hunnekens, B., Oomen, T. & Van De Wouw, N., 2025, In: IEEE Open Journal of Control Systems. 4, p. 236-249 14 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)16 Downloads (Pure)
Thesis
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Patient-ventilator asynchrony detection and classification in mechanical ventilation
van de Kamp, L. G. J. (Author), Reinders, J. M. F. (Supervisor 1), Hunnekens, B. G. B. (External coach), Oomen, T. A. E. (Supervisor 2) & van de Wouw, N. (Supervisor 2), 29 Jun 2021Student thesis: Master
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