Research output per year
Research output per year
Personal profile
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):
External positions
Docent of Physiological Signal Processing, Aalto University
1 Jul 2000 → …
Keywords
- QA75 Electronic computers. Computer science
- decision support for healt
- artificial intelligence
- machine learning
- biomedical signal processing
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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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Addressing Rapidly Aging Society Challenges Through Health 4.0
Moreno-Sánchez, P. A., Banitsas, K., van Gils, M. & Abbod, M., 2024, MEDICON’23 and CMBEBIH’23 - Proceedings of the Mediterranean Conference on Medical and Biological Engineering and Computing MEDICON and International Conference on Medical and Biological Engineering CMBEBIH—Volume 1: Imaging, Engineering and Artificial Intelligence in Healthcare. Badnjević, A. & Gurbeta Pokvić, L. (eds.). Springer, Vol. Vol. 1. p. 764-772 9 p. (IFMBE Proceedings; vol. 93).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Assessing the relevance of mental health factors in fibromyalgia severity: A data-driven case study using explainable AI
Moreno-Sánchez, P. A., Arroyo-Fernández, R., Bravo-Esteban, E., Ferri-Morales, A. & van Gils, M., Jan 2024, In: International Journal of Medical Informatics. 181, 9 p., 105280.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)25 Downloads (Pure) -
Assessment of Parkinson’s Disease Severity Using Gait Data: A Deep Learning-Based Multimodal Approach
Faiem, N., Asuroglu, T., Acici, K., Kallonen, A. & van Gils, M., 2024, Digital Health and Wireless Solutions - 1st Nordic Conference, NCDHWS 2024, Proceedings. Särestöniemi, M., Keikhosrokiani, P., Singh, D., Harjula, E., Tiulpin, A., Jansson, M., Isomursu, M., Saarakkala, S., Reponen, J. & van Gils, M. (eds.). Springer, p. 29-48 20 p. (Communications in Computer and Information Science; vol. 2084 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile1 Citation (Scopus)4 Downloads (Pure) -
ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review
Moreno-Sánchez, P. A., García-Isla, G., Corino, V. D. A., Vehkaoja, A., Brukamp, K., van Gils, M. & Mainardi, L., Apr 2024, In: Computers in Biology and Medicine. 172, 20 p., 108235.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile2 Citations (Scopus)53 Downloads (Pure) -
Editorial: Supporting sustainable behavior change and empowerment in ubiquitous and learning health systems
Smeddinck, J. D., Hussein, R., Bull, C., Foley, T. & van Gils, M., 2024, In: Frontiers in Digital Health. 6, 3 p., 1367567.Research output: Contribution to journal › Editorial › Scientific
Open AccessFile4 Downloads (Pure)
Activities
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Decision Support using multivariable data - practical issues
van Gils, M. (Speaker)
26 Mar 2021Activity: Talk or presentation › Invited lecture
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42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020
van Gils, M. (Chair)
1 Jan 2015 → 31 Dec 2021Activity: Participating in or organising an event › Membership of a scientific or program committee of a conference or seminar