Projects per year
Personal profile
Short bio
Hilkka Liedes (née Runtti) received her D.Sc. (Tech) degree in Biomedical Sciences and Engineering from Tampere University in 2023 and M.H.Sc. degree in Medical and Wellness Technology from University of Oulu in 2010.
She works as a Senior Scientist at VTT Technical Research Centre of Finland Ltd and has more than 10 years of experience in health data analytics, machine learning, and development and evaluation of novel health technology solutions. Recently, she has delved into the world of medical device regulation.
She has been working in several EU (e.g. IDERHA, EMIF, PredictND), Business Finland (e.g. PreMed, ICory), and Academy of Finland (e.g. T2D-Data) -funded projects as well as in customer projects.
Research interests
Her research intrests include
- health data analytics
- machine learning and artificial intelligence for healthcare
- physiological signal processing
- development and evaluation of novel health technology solutions
- regulation
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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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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IDERHA: Integration of heterogeneous Data and Evidence towards Regulatory and HTA Acceptance
Hilvo, M. (Manager), Ruotsalainen, I. (Participant), Lähteenmäki, J. (Participant) & Liedes, H. (Participant)
1/04/23 → 31/03/28
Project: EU project
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HEDIMED: Human Exposomic Determinants of Immune Mediated Diseases
Pajula, J. (Manager), Pärkkä, J. (Manager), Saviranta, P. (Participant), Rökman, J. (Participant), Ylén, P. (PI), Nevanen, T. (PI), Molinier, M. (Participant), Parmes, E. (Participant), Cluitmans, L. (Participant), Barannik, E. (Participant), Ennejmy, M. (Participant), Ylikerälä, M. (Participant), Liedes, H. (Participant), Ranta, J. (Participant), Suksi, J. (Participant), Mäkinen, J. (Participant) & Pajula, J. (Participant)
1/01/20 → 30/06/25
Project: EU project
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Unraveling the Factors Associated With Digital Health Intervention Uptake: Cross-Sectional Study
Ruotsalainen, I., Valtanen, M., Kärsämä, R., Umer, A., Liedes, H., Parikka, S., Lundqvist, A., Aittola, K., Koivunen, S., Pihlajamäki, J., Vuorinen, A.-L. & Lindström, J., 9 Dec 2025, In: JMIR Mhealth and Uhealth. 13, e63896.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
TWINGEN: Protocol for an observational clinical biobank recall and biomarker cohort study to identify Finnish individuals with high risk of Alzheimer's disease
Vuoksimaa, E., Saari, T. T., Aaltonen, A., Aaltonen, S., Herukka, S. K., Iso-Markku, P., Kokkola, T., Kyttälä, A., Kärkkäinen, S., Liedes, H., Ollikainen, M., Palviainen, T., Ruotsalainen, I., Toivola, A., Urjansson, M., Vasankari, T., Vähä-Ypyä, H., Forsberg, M. M., Hiltunen, M. & Jalanko, A. & 11 others, , 12 Jun 2024, In: BMJ Open. 14, 6, e081947.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access1 Citation (Scopus) -
Associations Between Engagement with the BitHabit Digital Lifestyle Intervention and Changes in Type 2 Diabetes Risk Factors
Liedes, H., Mattila, E., Honka, A., Absetz, P., Aittola, K., Manninen, S., Lintu, N., Schwab, U., Eloranta, A. M., Umer, A., Tilles-Tirkkonen, T., Männikkö, R., Ruotsalainen, I., van Gils, M., Lindström, J., Lakka, T., Pihlajamäki, J. & Vuorinen, A.-L., 18 May 2023, Caring is Sharing – Exploiting the Value in Data for Health and Innovation. IOS Press, p. 1009-1010 (Studies in Health Technology and Informatics; No. 302).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
CYP3A4*22 May Increase Bleeding Risk in Ticagrelor Users
Liedes, H., Pajula, J., Vuorinen, A., De pretis, F., Van gils, M., Harno, K., Lehto, M., Niemi, M. & Lähteenmäki, J., Aug 2023, In: Basic and Clinical Pharmacology and Toxicology. 133, 2, p. 202-207Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)99 Downloads (Pure) -
Prediction and Monitoring of Progression of Alzheimer’s Disease: Multivariable approaches for decision support
Liedes, H., 17 Feb 2023, University of Tampere. 118 p.Research output: Thesis › Dissertation › Collection of Articles
Open Access
Datasets
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Disease-related determinants are associated with mortality in dementia due to Alzheimer’s disease
Rhodius-Meester, H. F. M. (Contributor), Liedes, H. (Contributor), Koene, T. (Contributor), Lemstra, A. W. (Contributor), Teunissen, C. E. (Contributor), Barkhof, F. (Contributor), Scheltens, P. (Contributor), van Gils, M. (Contributor), Lötjönen, J. (Contributor) & van der Flier, W. M. (Contributor), Figshare, 20 Feb 2018
DOI: 10.6084/m9.figshare.c.4009780.v1
Dataset