Projects per year
Personal profile
Research profile
Anouk van Diepen (1992) received her MSc in Electrical Engineering at the Eindhoven University of Technology (TU/e) in 2017. She graduated within the BiasLab group in the Signal Processing Systems (SPS) group under the supervision of A. (Bert) de Vries. Currently, she is doctoral candidate at the Biomedical Diagnostics Lab, and works on improving invasive mechanical ventilation using model-based methods and machine learning techniques.
Quote
My dream is to use machine learning and smart algorithms to solve problems in health care.
Education/Academic qualification
Electrical engineering, Master, Eindhoven University of Technology
2015 → 2017
Award Date: 31 May 2017
Bioinformatics/biostatistics, biomathematics, biomechanics, Bachelor, Eindhoven University of Technology
2011 → 2014
Award Date: 30 Jun 2014
Electrical engineering, Certificate/Diploma of Higher Education , Pre-master Electrical Engineering
1 Sept 2014 → 1 Jan 2015
Electrical engineering, Doctor, Eindhoven University of Technology
1 Jun 2017 → …
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Projects
- 2 Finished
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STW Zero 15-06 P2 Autonomous Acoustic Systems (SPS)
de Vries, A., van Diepen, A., Podusenko, A. & van der Hagen, D.
1/06/17 → 9/06/22
Project: Research direct
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Smart Monitoring
Haagh, J., van Gilst, M. M., van den Broek, M., Papini, G., van Knippenberg, L., van Diepen, A., van Esch, R. J. C. & van der Hagen, D.
1/06/15 → 31/05/20
Project: Research direct
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Automated detection and classification of patient–ventilator asynchrony by means of machine learning and simulated data
Bakkes, T., van Diepen, A., De Bie, A., Montenij, L., Mojoli, F., Bouwman, A., Mischi, M., Woerlee, P. & Turco, S., Mar 2023, In: Computer Methods and Programs in Biomedicine. 230, 10 p., 107333.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile12 Downloads (Pure) -
Evaluation of the accuracy of established patient inspiratory effort estimation methods during mechanical support ventilation
van Diepen, A., Bakkes, T. H. G. F., de Bie, A. J. R., Turco, S., Bouwman, R. A., Woerlee, P. H. & Mischi, M., Feb 2023, In: Heliyon. 9, 2, 14 p., e13610.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile10 Downloads (Pure) -
A model-based approach to generating annotated pressure support waveforms
van Diepen, A., Bakkes, T. H. G. F., de Bie, A., Turco, S., Bouwman, R. A., Woerlee, P. H. & Mischi, M., Dec 2022, In: Journal of Clinical Monitoring and Computing. 36, 6, p. 1739-1752 14 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)28 Downloads (Pure) -
A Model-based Approach to Generating Annotated Pressure Support Waveforms
van Diepen, A., Bakkes, T. H. G. F., de Bie, A. J. R., Turco, S., Bouwman, R. A., Woerlee, P. H. & Mischi, M., 9 Dec 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Institute of Electrical and Electronics Engineers, p. 4188-4191 4 p. 9630166Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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A Model-Based Approach to Synthetic Data Set Generation for Patient-Ventilator Waveforms for Machine Learning and Educational Use
Diepen, A. V., Bakkes, T. H. G. F., de Bie, A. J. R., Turco, S., Bouwman, R. A., Woerlee, P. H. & Mischi, M., 29 Mar 2021, In: arXiv. 2021, 19 p., 2103.15684.Research output: Contribution to journal › Article › Academic
Open AccessFile45 Downloads (Pure)
Datasets
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Orientation of the arm used for gesture recognition
van Diepen, A. (Creator), de Vries, A. (Creator) & Cox, M. G. H. (Creator), 4TU.Centre for Research Data, 6 Jan 2020
DOI: 10.4121/uuid:6057a153-43dc-4711-b5d9-090f9857a4de
Dataset
Activities
- 4 Conference
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Annual IEEE EMBS Benelux Chapter Symposium
Anouk van Diepen (Participant)
28 Nov 2019Activity: Participating in or organising an event types › Conference › Scientific
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National Day on Biomedical Engineering: Artificial Intelligence in Medicine
Anouk van Diepen (Participant)
28 Nov 2019 → 29 Nov 2019Activity: Participating in or organising an event types › Conference › Scientific
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25th European Signal Processing Conference, EUSIPCO 2017
Anouk van Diepen (Participant)
17 Aug 2017 → 2 Sept 2017Activity: Participating in or organising an event types › Conference › Scientific
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Annual machine learning conference of the Benelux (Benelearn 2017)
Anouk van Diepen (Participant)
10 Jun 2017Activity: Participating in or organising an event types › Conference › Scientific
Thesis
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A Probabilistic Modeling Approach to One-Shot Gesture Recognition
Author: van Diepen, A., 31 May 2017Supervisor: Cox, M. (Supervisor 1) & de Vries, B. (Supervisor 2)
Student thesis: Master
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