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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Artificial intelligence applications in hypertrophic cardiomyopathy: turns and loopholes
Panichella, G., Garofalo, M., Sasso, L., Milazzo, A., Fornaro, A., Pioner, J. M., Bueno-Orovio, A., van Gils, M., Koivu, A., Mainardi, L., Le Rolle, V., Agakov, F., Pieroni, M., Aalto-Setälä, K., Hyttinen, J., Olivotto, I. & Franco, A. D., 2025, In: European Heart Journal - Digital Health. 6, 5, p. 853-867 15 p.Research output: Contribution to journal › Review Article › peer-review
Open AccessFile1 Downloads (Pure) -
Blood biomarkers to identify patients with different intracranial lesion combinations after traumatic brain injury
Koivikko, P., Katila, A. J., Takala, R. S., Hossain, I., Luoto, T. M., Raj, R., Koivisto, M., Tenovuo, O., Blennow, K., Hutchinson, P., Maanpää, H. R., Mohammadian, M., Newcombe, V. F., Sanchez, J. C., Tallus, J., van Gils, M., Zetterberg, H. & Posti, J. P., Jan 2025, In: Brain and Spine. 5, 11 p., 104195.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)35 Downloads (Pure) -
Cluster Analysis Reveals Subgroups with Different Risk Profiles and Sickness Absence Patterns in an Occupational Health Cohort
Anttila, A., Nuutinen, M., Leskelä, R.-L., van Gils, M., Pekki, A. & Sauni, R., 29 Jul 2025, (E-pub ahead of print) In: JOURNAL OF OCCUPATIONAL REHABILITATION. 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Downloads (Pure) -
Defining functional requirements for a self-management solution for Hypertrophic Cardiomyopathy patients: a multi-stakeholder multi-framework approach
Auranen, K., Kalra, D., von Tottleben, M., Tariq, S. & van Gils, M., 2025, In: Finnish Journal of eHealth and eWelfare. 17, 1, p. 32-43 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Downloads (Pure) -
Development and Clinical Interpretation of an Explainable AI Model for Predicting Patient Pathways in the Emergency Department: A Retrospective Study
Arnaud, É., Moreno-Sanchez, P. A., Elbattah, M., Ammirati, C., van Gils, M., Dequen, G. & Ghazali, D. A., Aug 2025, In: Applied Sciences (Switzerland). 15, 15, 22 p., 8449.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure)
Activities
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eHealth 2024 (Event)
Seppälä, S. (Editor), Torquati, M. (Editor), Kouri, P. (Editor), Niemelä, M. (Editor), Ahonen, O. (Editor), Reponen, J. (Editor), van Gils, M. (Editor) & Värri, A. (Editor)
13 Nov 2024Activity: Publication peer-review and editorial work › Membership of an editorial board
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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