Research Output 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 supervision of A. (Bert) de Vries. Currently she is doctoral candidate.
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
2014 → 2017
Bioinformatics/biostatistics, biomathematics, biomechanics, Bachelor, Eindhoven University of Technology
2011 → 2014
Electrical engineering, Doctor, Eindhoven University of Technology
1 Jun 2017 → …
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Research Output
Detecting inspiratory holds in bedside waveforms using a probabilistic modeling approach
Diepen, A. V., 31 Jan 2020, In : arXiv. 5 p., 2001.11908.Research output: Contribution to journal › Article › Academic
Open Access
File
Towards modelling of patient-ventilator interactions using model based methods
van Diepen, A., Bakkes, T. H. G. F. & Woerlee, P. H., 28 Nov 2019.Research output: Contribution to conference › Poster
Open Access
File
A probabilistic modeling approach to one-shot gesture recognition
Diepen, A. V., Cox, M. & Vries, B. D., 29 Jun 2018, In : arXiv. 24 p., 1806.11408v2.Research output: Contribution to journal › Article › Academic
Open Access
File
An in-situ trainable gesture classifier
van Diepen, A., Cox, M. G. H. & de Vries, A., 10 Jun 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning, Technische Universiteit Eindhoven, 9-10 June 2017. Duivesteijn, W., Pechenizkiy, M. & Fletcher, G. H. L. (eds.). p. 66-68Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access
File
Variational stabilized linear forgetting in state-space models
van de Laar, T. W., Cox, M. G. H., van Diepen, A. & de Vries, A., 23 Oct 2017, 2017 25th European Signal Processing Conference (EUSIPCO), 28 August - 2 September 2017, Kos, Greece . Piscataway: Institute of Electrical and Electronics Engineers, p. 818-822 5 p. 8081321Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Datasets
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, https://data.4tu.nl/repository/uuid:6057a153-43dc-4711-b5d9-090f9857a4de
Dataset
Prizes
Nominated for the KNVI Scriptie Prijs voor Informatica en Informatiekunde
Anouk van Diepen (Recipient), 2017
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Activities
- 4 Conference
National Day on Biomedical Engineering: Artificial Intelligence in Medicine
Anouk van Diepen (Participant)28 Nov 2019 → 29 Nov 2019
Activity: Participating in or organising an event types › Conference › Scientific
Annual IEEE EMBS Benelux Chapter Symposium
Anouk van Diepen (Participant)28 Nov 2019
Activity: Participating in or organising an event types › Conference › Scientific
25th European Signal Processing Conference (EUSIPCO 2017)
Anouk van Diepen (Participant)17 Aug 2017 → 2 Sep 2017
Activity: Participating in or organising an event types › Conference › Scientific
Annual machine learning conference of the Benelux (Benelearn 2017)
Anouk van Diepen (Participant)10 Jun 2017
Activity: Participating in or organising an event types › Conference › Scientific
Student theses
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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