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Sensor Technology and Biomeasurements

Publications

Full list of publication by the group leader: Scopus, Google Scholar,  Tunicris Researcher profile

2024

  1. Sioris, P, Mäkelä, M, Kontunen, A, Karjalainen, M, Vehkaoja, A, Oksala, N et al.. Identification of Phospholipids Relevant to Cancer Tissue Using Differential Ion Mobility Spectrometry. Int J Mol Sci. 2024;25 (20):. doi: 10.3390/ijms252011002. PubMed PMID:39456784 PubMed Central PMC11508011.
  2. Salminen, M, Perttunen, J, Avela, J, Vehkaoja, A. Comparative assessment of heel rise detection for consistent gait phase separation. Heliyon. 2024;10 (13):e33546. doi: 10.1016/j.heliyon.2024.e33546. PubMed PMID:39040320 PubMed Central PMC11260980.
  3. Haapala, I, Rauhameri, A, Mäkelä, M, Karjalainen, M, Kontunen, A, Mieskolainen, M et al.. Rapid identification of pediatric brain tumors with differential mobility spectrometry. Front Oncol. 2024;14 :1352509. doi: 10.3389/fonc.2024.1352509. PubMed PMID:38746683 PubMed Central PMC11091372.
  4. Joutsen, A, Cömert, A, Kaappa, E, Vanhatalo, K, Riistama, J, Vehkaoja, A et al.. ECG signal quality in intermittent long-term dry electrode recordings with controlled motion artifacts. Sci Rep. 2024;14 (1):8882. doi: 10.1038/s41598-024-56595-0. PubMed PMID:38632263 PubMed Central PMC11024137.
  5. Salminen, M, Perttunen, J, Avela, J, Vehkaoja, A. A novel method for accurate division of the gait cycle into seven phases using shank angular velocity. Gait Posture. 2024;111 :1-7. doi: 10.1016/j.gaitpost.2024.04.006. PubMed PMID:38603967 .
  6. Pakarinen, T, Oksala, N, Vehkaoja, A. Confounding factors in peripheral thermal recovery time after active cooling. J Therm Biol. 2024;121 :103826. doi: 10.1016/j.jtherbio.2024.103826. PubMed PMID:38520770 .
  7. Moreno-Sánchez, PA, García-Isla, G, Corino, VDA, Vehkaoja, A, Brukamp, K, van Gils, M et al.. ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases: A systematic review. Comput Biol Med. 2024;172 :108235. doi: 10.1016/j.compbiomed.2024.108235. PubMed PMID:38460311 .
  8. Rohr, M, Tarvainen, M, Miri, S, Güney, G, Vehkaoja, A, Hoog Antink, C et al.. An extensive quantitative analysis of the effects of errors in beat-to-beat intervals on all commonly used HRV parameters. Sci Rep. 2024;14 (1):2498. doi: 10.1038/s41598-023-50701-4. PubMed PMID:38291034 PubMed Central PMC10828497.
  9. Salminen, M, Suominen, S, Inomata, A, Hotta, S, Sasamoto, Y, Saarni, L et al.. Gyroscope sensor data of shank motion during normal and barefoot walking. Data Brief. 2024;52 :109858. doi: 10.1016/j.dib.2023.109858. PubMed PMID:38146305 PubMed Central PMC10749225.
  10. Mäkelä, E, Venesvirta, H, Ilves, M, Lylykangas, J, Rantanen, V, Uusitalo, H et al.. Electrically Induced Blink for the Prevention of Ocular Symptoms and Blurred Vision in Patients With Acute Facial Nerve Palsy. Ear Nose Throat J. 2024;103 (5):NP294-NP300. doi: 10.1177/01455613211048576. PubMed PMID:34714168 .

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2023

  1. Salminen, M, Suominen, S, Inomata, A, Hotta, S, Sasamoto, Y, Saarni, L et al.. Gyroscope sensor data of shank motion during normal and barefoot walking. Data Brief. 2024;52 :109858. doi: 10.1016/j.dib.2023.109858. PubMed PMID:38146305 PubMed Central PMC10749225.
  2. Charlton, PH, Allen, J, Bailón, R, Baker, S, Behar, JA, Chen, F et al.. The 2023 wearable photoplethysmography roadmap. Physiol Meas. 2023;44 (11):. doi: 10.1088/1361-6579/acead2. PubMed PMID:37494945 PubMed Central PMC10686289.
  3. Saarinen, HJ, Joutsen, A, Korpi, K, Halkola, T, Nurmi, M, Hernesniemi, J et al.. Wrist-worn device combining PPG and ECG can be reliably used for atrial fibrillation detection in an outpatient setting. Front Cardiovasc Med. 2023;10 :1100127. doi: 10.3389/fcvm.2023.1100127. PubMed PMID:36844740 PubMed Central PMC9949528.
  4. Pakarinen, T, Joutsen, A, Oksala, N, Vehkaoja, A. Assessment of chronic limb threatening ischemia using thermal imaging. J Therm Biol. 2023;112 :103467. doi: 10.1016/j.jtherbio.2023.103467. PubMed PMID:36796912 .
  5. Virtanen, J, Roine, A, Kontunen, A, Karjalainen, M, Numminen, J, Oksala, N et al.. The Detection of Bacteria in the Maxillary Sinus Secretion of Patients With Acute Rhinosinusitis Using an Electronic Nose: A Pilot Study. Ann Otol Rhinol Laryngol. 2023;132 (11):1330-1335. doi: 10.1177/00034894231151301. PubMed PMID:36691987 PubMed Central PMC10498650.
  6. Rinne, JKA, Miri, S, Oksala, N, Vehkaoja, A, Kössi, J. Evaluation of a wrist-worn photoplethysmography monitor for heart rate variability estimation in patients recovering from laparoscopic colon resection. J Clin Monit Comput. 2023;37 (1):45-53. doi: 10.1007/s10877-022-00854-w. PubMed PMID:35394583 PubMed Central PMC9852147.

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2022

  1. Linschmann, O, Leonhardt, S, Vehkaoja, A, Hoog Antink, C. Estimation of the respiratory rate from ballistocardiograms using the Hilbert transform. Biomed Eng Online. 2022;21 (1):54. doi: 10.1186/s12938-022-01024-4. PubMed PMID:35927665 PubMed Central PMC9354426.
  2. Virtanen, J, Kontunen, A, Numminen, J, Oksala, N, Rautiainen, M, Roine, A et al.. Identifying chronic rhinosinusitis without nasal polyps by analyzing aspirated nasal air with an electronic nose based on differential mobility spectrometry. Acta Otolaryngol. 2022;142 (6):524-531. doi: 10.1080/00016489.2022.2093397. PubMed PMID:35787097 .
  3. Somppi, S, Törnqvist, H, Koskela, A, Vehkaoja, A, Tiira, K, Väätäjä, H et al.. Dog-Owner Relationship, Owner Interpretations and Dog Personality Are Connected with the Emotional Reactivity of Dogs. Animals (Basel). 2022;12 (11):. doi: 10.3390/ani12111338. PubMed PMID:35681804 PubMed Central PMC9179432.
  4. Ruokolainen, J, Haladijan, J, Juutinen, M, Puustinen, J, Holm, A, Vehkaoja, A et al.. Mobilemicroservices Architecture for Remote Monitoring of Patients: A Feasibility Study. Stud Health Technol Inform. 2022;290 :200-204. doi: 10.3233/SHTI220061. PubMed PMID:35673000 .
  5. Haapala, I, Kondratev, A, Roine, A, Mäkelä, M, Kontunen, A, Karjalainen, M et al.. Method for the Intraoperative Detection of IDH Mutation in Gliomas with Differential Mobility Spectrometry. Curr Oncol. 2022;29 (5):3252-3258. doi: 10.3390/curroncol29050265. PubMed PMID:35621655 PubMed Central PMC9139325.
  6. Rinne, JKA, Miri, S, Oksala, N, Vehkaoja, A, Kössi, J. Evaluation of a wrist-worn photoplethysmography monitor for heart rate variability estimation in patients recovering from laparoscopic colon resection. J Clin Monit Comput. 2023;37 (1):45-53. doi: 10.1007/s10877-022-00854-w. PubMed PMID:35394583 PubMed Central PMC9852147.
  7. Lindfors, L, Sioris, P, Anttalainen, A, Korelin, K, Kontunen, A, Karjalainen, M et al.. Detection of cultured breast cancer cells from human tumor-derived matrix by differential ion mobility spectrometry. Anal Chim Acta. 2022;1202 :339659. doi: 10.1016/j.aca.2022.339659. PubMed PMID:35341512 .
  8. Lepomäki, M, Anttalainen, A, Vuorinen, A, Tolonen, T, Kontunen, A, Karjalainen, M et al.. Laser desorption tissue imaging with Differential Mobility Spectrometry. Exp Mol Pathol. 2022;125 :104759. doi: 10.1016/j.yexmp.2022.104759. PubMed PMID:35337806 .
  9. Vehkaoja, A, Somppi, S, Törnqvist, H, Valldeoriola Cardó, A, Kumpulainen, P, Väätäjä, H et al.. Description of movement sensor dataset for dog behavior classification. Data Brief. 2022;40 :107822. doi: 10.1016/j.dib.2022.107822. PubMed PMID:35079615 PubMed Central PMC8777071.

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2021

  1. Väätäjä, H, Majaranta, P, Cardó, AV, Isokoski, P, Somppi, S, Vehkaoja, A et al.. The Interplay Between Affect, Dog’s Physical Activity and Dog-Owner Relationship. Front Vet Sci. 2021;8 :673407. doi: 10.3389/fvets.2021.673407. PubMed PMID:34957271 PubMed Central PMC8695727.
  2. Virtanen, J, Anttalainen, A, Ormiskangas, J, Karjalainen, M, Kontunen, A, Rautiainen, M et al.. Differentiation of aspirated nasal air from room air using analysis with a differential mobility spectrometry-based electronic nose: a proof-of-concept study. J Breath Res. 2021;16 (1):. doi: 10.1088/1752-7163/ac3b39. PubMed PMID:34794137 .
  3. Mäkelä, E, Venesvirta, H, Ilves, M, Lylykangas, J, Rantanen, V, Uusitalo, H et al.. Electrically Induced Blink for the Prevention of Ocular Symptoms and Blurred Vision in Patients With Acute Facial Nerve Palsy. Ear Nose Throat J. 2021; :1455613211048576. doi: 10.1177/01455613211048576. PubMed PMID:34714168 .
  4. Hoog Antink, C, Mai, Y, Peltokangas, M, Leonhardt, S, Oksala, N, Vehkaoja, A et al.. Accuracy of heart rate variability estimated with reflective wrist-PPG in elderly vascular patients. Sci Rep. 2021;11 (1):8123. doi: 10.1038/s41598-021-87489-0. PubMed PMID:33854090 PubMed Central PMC8047026.
  5. Anttalainen, A, Mäkelä, M, Kumpulainen, P, Vehkaoja, A, Anttalainen, O, Oksala, N et al.. Predicting lecithin concentration from differential mobility spectrometry measurements with linear regression models and neural networks. Talanta. 2021;225 :121926. doi: 10.1016/j.talanta.2020.121926. PubMed PMID:33592698 .
  6. Haapala, M, Lyytikäinen, LP, Peltokangas, M, Koivistoinen, T, Hutri-Kähönen, N, Laurila, MM et al.. Impedance plethysmography-based method in the assessment of subclinical atherosclerosis. Atherosclerosis. 2021;319 :101-107. doi: 10.1016/j.atherosclerosis.2021.01.006. PubMed PMID:33503553 .

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2020

  1. Anttalainen, A, Mäkelä, M, Kumpulainen, P, Vehkaoja, A, Anttalainen, O, Oksala, N et al.. Predicting lecithin concentration from differential mobility spectrometry measurements with linear regression models and neural networks. Talanta. 2021;225 :121926. doi: 10.1016/j.talanta.2020.121926. PubMed PMID:33592698 .
  2. Mäkelä, EA, Ilves, MK, Venesvirta, HM, Lylykangas, JK, Rantanen, VT, Vehkaoja, AT et al.. Effect of pulse waveforms on movement amplitudes and perceived discomfort in electric muscle stimulation in unresolved facial nerve palsy. Biomed Phys Eng Express. 2020;6 (3):035013. doi: 10.1088/2057-1976/ab7eea. PubMed PMID:33438658 .
  3. Lehti, M, Valkeinen, H, Sipilä, S, Perhonen, M, Rottensteiner, M, Pullinen, T et al.. Effects of aerobic and strength training on aerobic capacity, muscle strength, and gene expression of lymphomonocytes in patients with stable CAD. Am J Transl Res. 2020;12 (8):4582-4593. . PubMed PMID:32913532 PubMed Central PMC7476147.
  4. Kontunen, A, Tuominen, J, Karjalainen, M, Anttalainen, O, Tolonen, T, Kumpulainen, P et al.. Differential mobility spectrometry imaging for pathological applications. Exp Mol Pathol. 2020;117 :104526. doi: 10.1016/j.yexmp.2020.104526. PubMed PMID:32888958 .
  5. Juutinen, M, Wang, C, Zhu, J, Haladjian, J, Ruokolainen, J, Puustinen, J et al.. Parkinson’s disease detection from 20-step walking tests using inertial sensors of a smartphone: Machine learning approach based on an observational case-control study. PLoS One. 2020;15 (7):e0236258. doi: 10.1371/journal.pone.0236258. PubMed PMID:32701955 PubMed Central PMC7377496.
  6. Hokkinen, L, Kesti, A, Lepomäki, J, Anttalainen, O, Kontunen, A, Karjalainen, M et al.. Differential mobility spectrometry classification of bacteria. Future Microbiol. 2020;15 :233-240. doi: 10.2217/fmb-2019-0192. PubMed PMID:32271111 .
  7. Hoog Antink, C, Mai, Y, Aalto, R, Bruser, C, Leonhardt, S, Oksala, N et al.. Ballistocardiography Can Estimate Beat-to-Beat Heart Rate Accurately at Night in Patients After Vascular Intervention. IEEE J Biomed Health Inform. 2020;24 (8):2230-2237. doi: 10.1109/JBHI.2020.2970298. PubMed PMID:32011272 .

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2019

  1. Jeyhani, V, Mantysalo, M, Noponen, K, Seppanen, T, Vehkaoja, A. Effect of Different ECG Leads on Estimated R-R Intervals and Heart Rate Variability Parameters. Annu Int Conf IEEE Eng Med Biol Soc. 2019;2019 :3786-3790. doi: 10.1109/EMBC.2019.8857954. PubMed PMID:31946698 .
  2. Mäkelä, E, Venesvirta, H, Ilves, M, Lylykangas, J, Rantanen, V, Ylä-Kotola, T et al.. Facial muscle reanimation by transcutaneous electrical stimulation for peripheral facial nerve palsy. J Med Eng Technol. 2019;43 (3):155-164. doi: 10.1080/03091902.2019.1637470. PubMed PMID:31305190 .
  3. Haapala, I, Karjalainen, M, Kontunen, A, Vehkaoja, A, Nordfors, K, Haapasalo, H et al.. Identifying brain tumors by differential mobility spectrometry analysis of diathermy smoke. J Neurosurg. 2019; :1-7. doi: 10.3171/2019.3.JNS19274. PubMed PMID:31200382 .
  4. Jauhiainen, M, Puustinen, J, Mehrang, S, Ruokolainen, J, Holm, A, Vehkaoja, A et al.. Identification of Motor Symptoms Related to Parkinson Disease Using Motion-Tracking Sensors at Home (KÄVELI): Protocol for an Observational Case-Control Study. JMIR Res Protoc. 2019;8 (3):e12808. doi: 10.2196/12808. PubMed PMID:30916665 PubMed Central PMC6456828.
  5. Peltokangas, M, Vakhitov, D, Suominen, V, Korhonen, J, Huotari, M, Verho, J et al.. Lower Limb Pulse Rise Time as a Marker of Peripheral Arterial Disease. IEEE Trans Biomed Eng. 2019;66 (9):2596-2603. doi: 10.1109/TBME.2019.2892407. PubMed PMID:30640595 .
  6. Lindström, I, Khan, N, Vänttinen, T, Peltokangas, M, Sillanpää, N, Oksala, N et al.. Psoas Muscle Area and Quality Are Independent Predictors of Survival in Patients Treated for Abdominal Aortic Aneurysms. Ann Vasc Surg. 2019;56 :183-193.e3. doi: 10.1016/j.avsg.2018.08.096. PubMed PMID:30476615 .
  7. Sutinen, M, Kontunen, A, Karjalainen, M, Kiiski, J, Hannus, J, Tolonen, T et al.. Identification of breast tumors from diathermy smoke by differential ion mobility spectrometry. Eur J Surg Oncol. 2019;45 (2):141-146. doi: 10.1016/j.ejso.2018.09.005. PubMed PMID:30366874 .
  8. Peltokangas, M, Suominen, V, Vakhitov, D, Korhonen, J, Verho, J, Mattila, VM et al.. Effects of Percutaneous Transluminal Angioplasty of Superficial Femoral Artery on Photoplethysmographic Pulse Transit Times. IEEE J Biomed Health Inform. 2019;23 (3):1058-1065. doi: 10.1109/JBHI.2018.2851388. PubMed PMID:29994622 .

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2018

  1. Lindström, I, Khan, N, Vänttinen, T, Peltokangas, M, Sillanpää, N, Oksala, N et al.. Psoas Muscle Area and Quality Are Independent Predictors of Survival in Patients Treated for Abdominal Aortic Aneurysms. Ann Vasc Surg. 2019;56 :183-193.e3. doi: 10.1016/j.avsg.2018.08.096. PubMed PMID:30476615 .
  2. Tarniceriu, A, Harju, J, Yousefi, ZR, Vehkaoja, A, Parak, J, Yli-Hankala, A et al.. The Accuracy of Atrial Fibrillation Detection from Wrist Photoplethysmography. A Study on Post-Operative Patients. Annu Int Conf IEEE Eng Med Biol Soc. 2018;2018 :1-4. doi: 10.1109/EMBC.2018.8513197. PubMed PMID:30440305 .
  3. Sutinen, M, Kontunen, A, Karjalainen, M, Kiiski, J, Hannus, J, Tolonen, T et al.. Identification of breast tumors from diathermy smoke by differential ion mobility spectrometry. Eur J Surg Oncol. 2019;45 (2):141-146. doi: 10.1016/j.ejso.2018.09.005. PubMed PMID:30366874 .
  4. Virtanen, J, Hokkinen, L, Karjalainen, M, Kontunen, A, Vuento, R, Numminen, J et al.. In vitro detection of common rhinosinusitis bacteria by the eNose utilising differential mobility spectrometry. Eur Arch Otorhinolaryngol. 2018;275 (9):2273-2279. doi: 10.1007/s00405-018-5055-8. PubMed PMID:30043078 .
  5. Peltokangas, M, Suominen, V, Vakhitov, D, Korhonen, J, Verho, J, Mattila, VM et al.. Effects of Percutaneous Transluminal Angioplasty of Superficial Femoral Artery on Photoplethysmographic Pulse Transit Times. IEEE J Biomed Health Inform. 2019;23 (3):1058-1065. doi: 10.1109/JBHI.2018.2851388. PubMed PMID:29994622 .
  6. Harju, J, Tarniceriu, A, Parak, J, Vehkaoja, A, Yli-Hankala, A, Korhonen, I et al.. Monitoring of heart rate and inter-beat intervals with wrist plethysmography in patients with atrial fibrillation. Physiol Meas. 2018;39 (6):065007. doi: 10.1088/1361-6579/aac9a9. PubMed PMID:29856730 .
  7. Virtanen, J, Somppi, S, Törnqvist, H, Jeyhani, V, Fiedler, P, Gizatdinova, Y et al.. Evaluation of Dry Electrodes in Canine Heart Rate Monitoring. Sensors (Basel). 2018;18 (6):. doi: 10.3390/s18061757. PubMed PMID:29848952 PubMed Central PMC6022057.
  8. Pirhonen, M, Peltokangas, M, Vehkaoja, A. Acquiring Respiration Rate from Photoplethysmographic Signal by Recursive Bayesian Tracking of Intrinsic Modes in Time-Frequency Spectra. Sensors (Basel). 2018;18 (6):. doi: 10.3390/s18061693. PubMed PMID:29795007 PubMed Central PMC6022083.
  9. Kontunen, A, Karjalainen, M, Lekkala, J, Roine, A, Oksala, N. Tissue Identification in a Porcine Model by Differential Ion Mobility Spectrometry Analysis of Surgical Smoke. Ann Biomed Eng. 2018;46 (8):1091-1100. doi: 10.1007/s10439-018-2035-5. PubMed PMID:29691788 .
  10. Peltokangas, M, Suominen, V, Vakhitov, D, Verho, J, Korhonen, J, Lekkala, J et al.. The effect of percutaneous transluminal angioplasty of superficial femoral artery on pulse wave features. Comput Biol Med. 2018;96 :274-282. doi: 10.1016/j.compbiomed.2018.04.003. PubMed PMID:29665536 .
  11. Karjalainen, M, Kontunen, A, Saari, S, Rönkkö, T, Lekkala, J, Roine, A et al.. The characterization of surgical smoke from various tissues and its implications for occupational safety. PLoS One. 2018;13 (4):e0195274. doi: 10.1371/journal.pone.0195274. PubMed PMID:29649244 PubMed Central PMC5896939.
  12. Peltokangas, M, Verho, J, Mattila, VM, Romsi, P, Vehkaoja, A, Lekkala, J et al.. Areas under peripheral pulse waves: a potential marker of atherosclerotic changes. Physiol Meas. 2018;39 (2):025003. doi: 10.1088/1361-6579/aaa46b. PubMed PMID:29286004 .
  13. Peltokangas, M, Telembeci, AA, Verho, J, Mattila, VM, Romsi, P, Vehkaoja, A et al.. Parameters Extracted From Arterial Pulse Waves as Markers of Atherosclerotic Changes: Performance and Repeatability. IEEE J Biomed Health Inform. 2018;22 (3):750-757. doi: 10.1109/JBHI.2017.2679904. PubMed PMID:28287995 .
  14. Harju, J, Vehkaoja, A, Kumpulainen, P, Campadello, S, Lindroos, V, Yli-Hankala, A et al.. Comparison of non-invasive blood pressure monitoring using modified arterial applanation tonometry with intra-arterial measurement. J Clin Monit Comput. 2018;32 (1):13-22. doi: 10.1007/s10877-017-9984-3. PubMed PMID:28105538 .

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