Research output per year
Research output per year
Personal profile
Title of docent
Measurement methods for physiological monitoring. TUT-BMT tiedekunta. 2017 - 2022.
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):
Education/Academic qualification
Doctor of Science (Technology), Automation Engineering
Award Date: 8 Apr 2015
Master of Science (Technology), Electrical Engineering
Award Date: 10 Mar 2004
Fingerprint
Dive into the research topics where Antti Vehkaoja 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Detection of abdominal aortic aneurysm using photoplethysmographic signals measured from the index finger
Haapatikka, M., Peltokangas, M., Pietilä, S., Protto, S., Suominen, V., Uurto, I., Vakhitov, D., Väisänen, E., Lozano Montero, K., Laurila, M. M., Verho, J., Mäntysalo, M., Oksala, N. & Vehkaoja, A., Sept 2025, In: Biomedical Signal Processing and Control. 107, 9 p., 107875.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
Walking detection for Parkinson’s disease patients and healthy control subjects measured with a smartphone accelerometer using mean amplitude deviation algorithm
Juutinen, M., Ruokolainen, J., Puustinen, J., Holm, A., van Gils, M. & Vehkaoja, A., 5 May 2025, In: Finnish Journal of eHealth and eWelfare. 17, 2, p. 200-213Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Downloads (Pure) -
A benchmark for computational analysis of animal behavior, using animal-borne tags
Hoffman, B., Cusimano, M., Baglione, V., Canestrari, D., Chevallier, D., DeSantis, D. L., Jeantet, L., Ladds, M. A., Maekawa, T., Mata-Silva, V., Moreno-González, V., Pagano, A. M., Trapote, E., Vainio, O., Vehkaoja, A., Yoda, K., Zacarian, K. & Friedlaender, A., Dec 2024, In: Movement Ecology. 12, 1, 25 p., 78.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)4 Downloads (Pure) -
An extensive quantitative analysis of the effects of errors in beat-to-beat intervals on all commonly used HRV parameters
Rohr, M., Tarvainen, M., Miri, S., Güney, G., Vehkaoja, A. & Hoog Antink, C., Jan 2024, In: Scientific Reports. 14, 1, 2498.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile6 Citations (Scopus)18 Downloads (Pure) -
A novel method for accurate division of the gait cycle into seven phases using shank angular velocity
Salminen, M., Perttunen, J., Avela, J. & Vehkaoja, A., Jun 2024, In: GAIT AND POSTURE. 111, p. 1-7 7 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)12 Downloads (Pure)
Datasets
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Gyroscope sensor data of shank motion during normal and barefoot walking
Salminen, M. (Creator), Suominen, S. (Creator), Inomata, A. (Creator), Hotta, S. (Creator), Sasamoto, Y. (Creator), Saarni, L. (Creator) & Vehkaoja, A. (Creator), Zenodo, 24 Mar 2023
Dataset
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Bio-logger Ethogram Benchmark: A benchmark for computational analysis of animal behavior, using animal-borne tags
Hoffman, B. (Creator), Cusimano, M. (Creator), Baglione, V. (Creator), Canestrari, D. (Creator), Chevallier, D. (Creator), DeSantis, D. L. (Creator), Jeantet, L. (Creator), Ladds, M. A. (Creator), Maekawa, T. (Creator), Mata-Silva, V. (Creator), Moreno-Gonzalez, V. (Creator), Trapote, E. (Creator), Vainio, O. (Creator), Vehkaoja, A. (Creator), Yoda, K. (Creator), Zacarian, K. (Creator), Friedlaender, A. (Creator) & Rutz, C. (Creator), Zenodo, 21 Apr 2023
Dataset
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DMS measurements dataset for manuscript "Classification of Volatile Organic Compounds by Differential Mobility Spectrometry Based on Continuity of Alpha Curves"
Rauhameri, A. (Contributor), Robiños, A. (Contributor), Müller, P. (Contributor), Vehkaoja, A. T. (Contributor), Surakka, V. (Contributor) & Kallio, P. J. (Contributor), Zenodo, 29 Aug 2024
Dataset
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Mimetic Interfaces: Facial Surface EMG Dataset 2015
Rantanen, V. T. (Creator), Ilves, M. (Contributor), Vehkaoja, A. T. (Contributor), Kontunen, A. (Contributor), Lylykangas, J. (Contributor), Mäkelä, E. (Contributor), Rautiainen, M. (Contributor), Surakka, V. (Contributor) & Lekkala, J. O. (Contributor), CSC, 2016
http://urn.fi/urn:nbn:fi:csc-kata20160519232206569792
Dataset
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MARSH - respiratory signal repository
Pirhonen, M. (Creator) & Vehkaoja, A. (Creator), Zenodo, 23 Feb 2020
Dataset
Prizes
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Northern Europe NI Engineering Impact Award (Biomedical Category)
Rantanen, V. (Recipient), Verho, J. A. (Recipient), Vehkaoja, A. (Recipient) & Veselý, P. (Recipient), 28 Nov 2016
Prize: Award or honor granted for a specific work
Activities
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Managing Atrial Fibrillation with Wearable Devices
Vehkaoja, A. (Speaker)
12 Apr 2022Activity: Talk or presentation › Invited lecture
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Computer Methods and Programs in Biomedicine (Journal)
Vehkaoja, A. (Reviewer)
9 Apr 2022Activity: Publication peer-review and editorial work › Reviewer of Scientific Journal
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IEEE Transactions on Biomedical Engineering (Journal)
Vehkaoja, A. (Reviewer)
8 Apr 2022Activity: Publication peer-review and editorial work › Reviewer of Scientific Journal
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JMIR Formative Research (Journal)
Vehkaoja, A. (Reviewer)
18 Dec 2021Activity: Publication peer-review and editorial work › Reviewer of Scientific Journal
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IEEE Journal of Biomedical and Health Informatics (Journal)
Vehkaoja, A. (Reviewer)
5 Dec 2021Activity: Publication peer-review and editorial work › Reviewer of Scientific Journal