Projects 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):
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Dive into the research topics where Johanna Närväinen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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HIPE: Human-technology interoperability and artificial emotional intelligence
Mäkelä, S.-M. (Manager), Järvinen, S. (Manager), Närväinen, J. (Participant), Vita, J. (Participant), Peltola, J. (Manager) & Kallio, J. (Participant)
1/05/22 → 30/11/25
Project: Business Finland project
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Comparison of Low-Gluten Diets Rich in Oats or Rice—A 6-Week Randomized Clinical Trial With Metabolically Challenged Volunteers
Mannila, E., Nuotio, P., Kuosmanen, A., De Storvik, S., Kårlund, A., Jukkara, A., Tauriainen, M. M., Närväinen, J., Kolehmainen, M. & Linderborg, K. M., 2025, (E-pub ahead of print) In: Molecular Nutrition and Food Research. e70076.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Assessment of skin pigmentation-related bias in pulse oximetry readings among adults
Khanna, A. K., Beard, J., Lamminmäki, S., Närväinen, J., Antaki, N. & Yapici, H. O., Feb 2024, In: Journal of Clinical Monitoring and Computing. 38, 1, p. 113-120Research output: Contribution to journal › Article › Scientific › peer-review
Open Access7 Citations (Scopus) -
Baseline user calibration for cold-start model personalization in mental state estimation
Tervonen, J., Nath, R., Pettersson, K., Närväinen, J. & Mäntyjärvi, J., Jun 2024, Pervasive Computing Technologies for Healthcare. PH 2023.. Springer, p. 34-48 (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Vol. 572).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Investigation of different ML approaches in classification of emotions induced by acute stress
Sourkatti, H., Pettersson, K., Van der sanden, B., Lindholm, M., Plomp, J., Määttänen, I., Henttonen, P. & Närväinen, J., 15 Jan 2024, In: Heliyon. 10, 1, e23611.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)36 Downloads (Pure) -
Acute Stress Data-Based Fast Biometric System Using Contrastive Learning and Ultra-Short ECG Signal Segments
Nath, R. K., Tervonen, J., Närväinen, J., Pettersson, K. & Mäntyjärvi, J., 8 Oct 2023, Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing, UbiComp/ISWC ’23. Association for Computing Machinery ACM, p. 642-647 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access2 Citations (Scopus)