Mark van Gils

  • Phone+358405583184
1992 …2020

Research output per year

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Research Output

Active partnership in developing technical possibilities to support rehabilitation and safety

Petäkoski-Hult, T., Merilahti, J., Kenttä, O., van Gils, M., Ylinen, A., Hyttinen, J., Kailanto, H. & Autio, L., 2007, Proceedings of the 9th Congress of European Federation for Research in Rehabilitation. Budapest, Hungary, 26 - 29 August 2007. Kullman, L. & Burger, H. (eds.). Lippincott Williams & Wilkins, 51. (International Journal of Rehabilitation Research; No. Supplement 1, Vol. 30).

Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsScientific

A data-acquisition system for combined EMG and strength measurements in research on age-associated changes in the neuromuscular systems

van Gils, M., Conwit, R., Metter, J. & Cluitmans, P., 1996, Proceedings of the 10th Nordic-Baltic Conference on Biomedical Engineering, NBCBME & 1st International Conference on Bioelectromagnetism, ICBEM. p. 273-274

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

A Decision Support System for Diagnostics and Treatment Planning in Traumatic Brain Injury

Umer, A., Mattila, J., Liedes, H., Koikkalainen, J., Lotjonen, J., Katila, A., Frantzen, J., Newcombe, V., Tenovuo, O., Menon, D. & van Gils, M., 1 May 2019, In : IEEE Journal of Biomedical and Health Informatics. 23, 3, p. 1261-1268 8370619.

Research output: Contribution to journalArticleScientificpeer-review

2 Citations (Scopus)

Adherence to physical activity in patients with heart disease: Types, settings and evaluation instruments

Livitckaia, K., Koutkias, V., Maglaveras, N., Kouidi, E., van Gils, M. & Chouvarda, I., 1 Jan 2018, Precision Medicine Powered by pHealth and Connected Health: ICBHI 2017. Springer, p. 255-259 5 p. (IFMBE Proceedings, Vol. 66).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

1 Citation (Scopus)

A disease state fingerprint for evaluation of Alzheimer's disease

Mattila, J., Koikkalainen, J., Virkki, A., Simonsen, A., van Gils, M., Waldemar, G., Soininen, H., Lötjönen, J. & The Alzheimer’s Disease Neuroimaging Initiative, 2011, In : Journal of Alzheimer's Disease. 27, 1, p. 163-176 14 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
67 Citations (Scopus)

Admission Levels of Total Tau and β-Amyloid Isoforms 1–40 and 1–42 in Predicting the Outcome of Mild Traumatic Brain Injury

Hossain, I., Mohammadian, M., Takala, R. S. K., Tenovuo, O., Azurmendi Gil, L., Frantzén, J., van Gils, M., Hutchinson, P. J., Katila, A. J., Maanpää, H. R., Menon, D. K., Newcombe, V. F., Tallus, J., Hrusovsky, K., Wilson, D. H., Gill, J., Blennow, K., Sanchez, J. C., Zetterberg, H. & Posti, J. P., 13 May 2020, In : Frontiers in Neurology. 11, 325.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
7 Downloads (Pure)

A MATLAB Toolbox for Classification and Visualization of Heterogenous Multi-Scale Human Data Using the Disease State Fingerprint Method

Cluitmans, L., Mattila, J., Runtti, H., van Gils, M. & Lötjönen, J., 2013, pHealth 2013: Proceedings of the 10th International Conference on Wearable Micro and Nano Technologies for Personalized Health. Amsterdam: IOS Press, p. 77-82 (Studies in Health Technology and Informatics, Vol. 189).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

3 Citations (Scopus)

A modular approach for estimating nociception during general anesthesia

Yppärilä-Wolters, H., van Gils, M., Korhonen, I., Huiku, M., Viertiö-Oja, H., Meriläinen, P., Kymäläinen, M., Takala, P., Rantanen, M. & Yli-Hankala, A., 2005.

Research output: Contribution to conferenceConference articleScientific

Analysing functional measurements and questionnaire results for automated back-pain disorder classification

van Gils, M., Pärkkä, J. & Suovanen, J., 2004, Proceedings of the Xth Mediterranean Conference on Medical and Biological Engineering. Ischia, Naples, Italy 2004: MEDICON 2004.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

A neural network-based method for automated assessment of well-being based on personnel screening questionnaires

van Gils, M., Suovanen, J., Merilahti, J., Pärkkä, J. & Rautamo, H., 2009, Proceedings of the 29th ICOH, International Congress on Occupational Health. Cape Town, South Africa, 22 - 27 March 2009. p. 539

Research output: Chapter in Book/Report/Conference proceedingConference abstract in proceedingsScientific

An ontology-based framework aiming to support personalized exercise prescription: application in cardiac rehabilitation

Kostopoulos, K., Chouvarda, I., Koutkias, V., Kokonozi, A., van Gils, M. & Maglaveras, N., 1 Dec 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Institute of Electrical and Electronic Engineers, p. 1567-1570 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

8 Citations (Scopus)

A Personalized Approach for Predicting the Effect of Aerobic Exercise on Blood Pressure Using a Fuzzy Inference System

Honka, A., van Gils, M. & Pärkkä, J., 2011, Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. Boston, MA, USA, 30 Aug. - 3 Sept. 2011. IEEE Institute of Electrical and Electronic Engineers, p. 8299-8302

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

7 Citations (Scopus)

Application of spectral entropy to EEG and facial EMG frequency bands for the assessment of level of sedation in ICU

Rautee, R., Sampson, T., Särkelä, M., Melto, S., Hovilehto, S. & van Gils, M., 2004, The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Institute of Electrical and Electronic Engineers

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

10 Citations (Scopus)

Application of the PredictAD Decision Support Tool to a Danish Cohort of Patients with Alzheimer's Disease and Other Dementias

Simonsen, A., Mattila, J., Hejl, A-M., Garde, E., van Gils, M., Thomsen, C., Lötjönen, J., Soininen, H. & Waldemar, G., 2014, In : Dementia and Geriatric Cognitive Disorders. 37, 3-4, p. 207-213

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

Application of the predictad software tool to predict progression in patients with mild cognitive impairment

Simonsen, A. H., Mattila, J., Hejl, A. M., Frederiksen, K. S., Herukka, S. K., Hallikainen, M., van Gils, M., Lötjönen, J., Soininen, H. & Waldemar, G., 2012, In : Dementia and Geriatric Cognitive Disorders. 34, 5-6, p. 344-350

Research output: Contribution to journalArticleScientificpeer-review

Open Access
11 Citations (Scopus)

Assessment of surgical stress during general anaesthesia

Huiku, M., Kymäläinen, M., Takala, P., Uutela, K., Viertiö-Oja, H., Rantanen, M., van Gils, M., Korhonen, I. & Yli-Hankala, A., 2007, In : British Journal of Anaesthesia. 98, 4, p. 447-455

Research output: Contribution to journalArticleScientificpeer-review

161 Citations (Scopus)

Assessment of surgical stress using heart rate and plethysmographic pulse wave amplitude variability

Huiku, M., van Gils, M., Korhonen, I., Kymäläinen, M., Kärkäs, P., Takala, P., Uutela, K. & Yli-Hankala, A., 2005, Proceedings of the 3rd European Medical and Biological Engineering Conference, IFMBE Proceedings, 2005. cd ed. (IFMBE Proceedings, Vol. 11).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Associations of psychological self-assessments and HRV in long-term measurements at home

Antila, K., van Gils, M., Merilahti, J. & Korhonen, I., 2005, Proceedings of the 3rd European Medical and Biological Engineering Conference, IFMBE Proceedings, 2005. cd ed. (IFMBE Proceedings, Vol. 11).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

A system dynamics model for evaluating the impact of public investments in a data-driven precision medicine ecosystem

Lähteenmäki, J., Ruutu, S., Ylén, P. & van Gils, M., 23 Jul 2019, p. ThPOS-33.40.

Research output: Contribution to conferenceConference AbstractScientificpeer-review

1 Downloads (Pure)

Automatically computed rating scales from MRI for patients with cognitive disorders

Koikkalainen, J. R., Rhodius-Meester, H. F. M., Frederiksen, K. S., Bruun, M., Hasselbalch, S. G., Baroni, M., Mecocci, P., Vanninen, R., Remes, A., Soininen, H., van Gils, M., van der Flier, W. M., Scheltens, P., Barkhof, F., Erkinjuntti, T. & Lötjönen, J. M. P., 1 Sep 2019, In : European Radiology. 29, 9, p. 4937-4947

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Automatic Feature Selection and Classification of Physical and Mental Load using Data from Wearable Sensors

Pärkkä, J., Ermes, M. & van Gils, M., 2010, 10th IEEE International Conference on Information Technology and Applications in Biomedicine, ITAB 2010. Corfu, Greece, 2 - 5 Nov. 2010. IEEE Institute of Electrical and Electronic Engineers, p. 1-5

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

11 Citations (Scopus)

Automatic MRI Quantifying Methods in Behavioral-Variant Frontotemporal Dementia Diagnosis

Cajanus, A., Hall, A., Koikkalainen, J., Solje, E., Tolonen, A., Urhemaa, T., Liu, Y., Haanpää, R. M., Hartikainen, P., Helisalmi, S., Korhonen, V., Rueckert, D., Hasselbalch, S., Waldemar, G., Mecocci, P., Vanninen, R., van Gils, M., Soininen, H., Lötjönen, J. & Remes, A. M., 3 Apr 2018, In : Dementia and Geriatric Cognitive Disorders Extra. 8, 1, p. 51-59

Research output: Contribution to journalArticleScientificpeer-review

Open Access
5 Citations (Scopus)

Automatic peak identification in auditory evoked potentials with the use of artificial neural networks

van Gils, M. J. & Cluitmans, P. J. M., 1 Dec 1994, Proceedings of the 16th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Institute of Electrical and Electronic Engineers, p. 1097-1098

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

2 Citations (Scopus)

A wireless wellness monitor for personal weight management

Pärkkä, J., van Gils, M., Tuomisto, T., Korhonen, I. & Lappalainen, R., 2000, Proceedings of ITAB-ITIS 2000: Information Technology Applications in Biomedicine. IEEE Institute of Electrical and Electronic Engineers, p. 83-88

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

30 Citations (Scopus)

Barriers limiting the diffusion of ICT for proactive and pervasive health care

Saranummi, N., Korhonen, I., van Gils, M. & Kivisaari, S., 2001, MEDICON 2001: Proceedings of the International Federation for Medical & Biological Engineering. Vol. Part 1. p. 23-26 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Biosignal processing methods to guide cardiac patients to perform safe and beneficial exercise for rehabilitation

Runtti, H., Honka, A., Chouvarda, I., Michail, E., Kokonozi, A., Merilahti, J., Pärkkä, J. & van Gils, M., 2012, Proceedings of the 7th International Workshop on Biosignal Interpretation, BSI2012. p. 181-184

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Biosignal processing methods to guide cardiac patients to perform safe and beneficial exercise for rehabilitation

Runtti, H., Honka, A., Chouvarda, I., Michail, E., Kokonozi, A., Merilahti, J., Pärkkä, J. & van Gils, M., 2013, In : International Journal of Bioelectromagnetism. 15, 1, p. 20-25 6 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Building the IMPROVE data library

Korhonen, I., Ojaniemi, J., Nieminen, K., van Gils, M., Heikelä, A. & Kari, A., 1997, In : IEEE Engineering in Medicine and Biology Magazine. 16, 6, p. 25-32

Research output: Contribution to journalArticleScientificpeer-review

30 Citations (Scopus)

Collecting EEG signals in the IMPROVE data library

Thomsen, C., Grade, J., Nieminen, K., Langford, R., Ghosh, R., Jensen, K., van Gils, M., Rosenfalck, A., Prior, P. & White, S., 1997, In : IEEE Engineering in Medicine and Biology Magazine. 16, 6, p. 33-40

Research output: Contribution to journalArticleScientificpeer-review

17 Citations (Scopus)

Comparison of train-of-four ratios measured with Datex-Ohmeda's M-NMT MechanoSensor and M-NMT ElectroSensor

Salminen, J., van Gils, M., Paloheimo, M. & Yli-Hankala, A., 2016, In : Journal of Clinical Monitoring and Computing. 30, 3, p. 295-300

Research output: Contribution to journalArticleScientificpeer-review

5 Citations (Scopus)

Consistensy of Muistikko web-based cognitive test while performed at clinic and at home

Lötjönen, J., Paajanen, T., Bruun, M., Mahdiani, S., Baroni, M., Rhodius-Meester, H., Herukka, S-K., Lemstra, A. W., Pikkarainen, M., Hänninen, T., van Gils, M., Hasselbalch, S., Mecocci, P., Remes, A. M., van der Flier, W. M. & Soininen, H., 1 Jul 2018, In : Alzheimer's and Dementia. 14, 7, p. 418-418 P1-328.

Research output: Contribution to journalArticleScientificpeer-review

Context Sensing with Wearable Sensors and Data Fusion (Palantir)

Pärkkä, J., Cluitmans, L., Ermes, M., van Gils, M., Korhonen, I., Korpipää, P., Mäntyjärvi, J., Peltola, J., Vilmi, J., Välkkynen, P. & Ylisaukko-oja, A., 2007, Communications Technologies: VTT's Research Programme 2002-2006: Final Report. Sipilä, M. (ed.). Espoo: VTT Technical Research Centre of Finland, p. 261-283 (VTT Publications; No. 629).

Research output: Chapter in Book/Report/Conference proceedingChapter or book articleProfessional

Open Access

Correlation of blood biomarkers and biomarker panels with traumatic findings on computed tomography after traumatic brain injury

Posti, J. P., Takala, R. S. K., Lagerstedt, L., Dickens, A. M., Hossain, I., Mohammadian, M., Ala-Seppälä, H., Frantzén, J., van Gils, M., Hutchinson, P. J., Katila, A. J., Maanpaä, H. R., Menon, D. K., Newcombe, V. F., Tallus, J., Hrusovsky, K., Wilson, D. H., Gill, J., Sanchez, J. C., Tenovuo, O. & 2 others, Zetterberg, H. & Blennow, K., 15 Jul 2019, In : Journal of Neurotrauma. 36, 14, p. 2178-2189

Research output: Contribution to journalArticleScientificpeer-review

13 Citations (Scopus)

Data-driven precision medicine: PreMed phase 2 report

Lähteenmäki, J. (ed.), Fagerström, R., van Gils, M., Pajula, J., Sorasalmi, T., Vuorinen, A-L. & Ylén, P., 14 Feb 2020, VTT Technical Research Centre of Finland. 43 p. (VTT Tutkimusraportti; No. VTT-R-01225-19).

Research output: Book/ReportReport

Open Access
File
96 Downloads (Pure)
Open Access
File
173 Downloads (Pure)

Design and application of a generic clinical decision support system for multiscale data

Mattila, J., Koikkalainen, J., Virkki, A., van Gils, M. & Lötjönen, J., 2012, In : IEEE Transactions on Biomedical Engineering. 59, 1, p. 234-240

Research output: Contribution to journalArticleScientificpeer-review

33 Citations (Scopus)

Detecting Amyloid Positivity in Elderly With Increased Risk of Cognitive Decline

Pekkala, T., Hall, A., Ngandu, T., Gils, M. V., Helisalmi, S., Hänninen, T., Kemppainen, N., Liu, Y., Lötjönen, J., Paajanen, T., Rinne, J. O., Soininen, H., Kivipelto, M. & Solomon, A., Jul 2020, In : Frontiers in Aging Neuroscience. 12, 228.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
File
3 Downloads (Pure)

Detecting cognitive disorders using the Muistikkoweb-based cognitive test battery: Validation in three cohorts

Paajanen, T., Mahdiani, S., Bruun, M., Baroni, M., Rhodius-Meester, H. F. M., Lemstra, A. W., Herukka, S-K., Pikkarainen, M., Hänninen, T., Ngandu, T., Kivipelto, M., van Gils, M., Hasselbalch, S., Mecocci, P., van der Flier, W. M., Remes, A., Soininen, H. & Lötjönen, J., 2017, Alzheimers and Dementia, Abstract Supplement. Elsevier, p. 234-235

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Detecting frontotemporal dementia syndromes using MRI biomarkers

Bruun, M., Koikkalainen, J., Rhodius-Meester, H. F. M., Baroni, M., Gjerum, L., van Gils, M., Soininen, H., Remes, A., Hartikainen, P., Waldemar, G., Mecocci, P., Barkhof, F., Pijnenburg, Y., van der Flier, W. M., Hasselbalch, S. G., Lötjönen, J. & Frederiksen, K. S., 4 Feb 2019, In : NeuroImage: Clinical. 22, p. 101711 101711.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
8 Citations (Scopus)

Detecting frontotemporal dementia using a novel MRI imaging biomarker: The anterior versus posterior index

Bruun, M., Koikkalainen, J., Rhodius-Meester, H. F. M., Baroni, M., Gjerum, L., van Gils, M., Soininen, H., Remes, A. M., Waldemar, G., Mecocci, P., van der Flier, W. M., Hasselbalch, S., Jyrki, L. & Frederiksen, K. S., 1 Jul 2018, In : Alzheimer's and Dementia. 14, 7, p. 821-822 P2-350.

Research output: Contribution to journalArticleScientific

Detection of cognitive disorders using web-based cognitive games: Validation against traditional methods

Mahdiani, S., Paajanen, T., Bruun, M., Baroni, M., Rhodius-Meester, H., Lemstra, A. W., Herukka, S-K., Pikkarainen, M., Hänninen, T., Ngandu, T., Kivipelto, M., van Gils, M., Hasselbach, S., Mecocci, P., van der Flier, W. M., Remes, A., Soininen, H. & Lötjönen, J., 2017.

Research output: Contribution to conferenceConference AbstractScientific

Detection of cognitive disorders using web-based cognitive test battery: Validation against traditional methods

Mahdiani, S., Paajanen, T., Bruun, M., Baroni, M., Rhodius-Meester, H., Lemstra, A. W., Herukka, S-K., Pikkarainen, M., Hänninen, T., Ngandu, T., Kivipelto, M., van Gils, M., Hasselbach, S., Mecocci, P., van der Flier, W. M., Remes, A., Soininen, H. & Lötjönen, J., 2017.

Research output: Contribution to conferenceConference AbstractScientific

Detection of sleep-disordered breating with Pressure Bed Sensor

Guerrero, G., Kortelainen, J. M., Palacios, E., Bianchi, A. M., Tachino, G., Tenhunen, M., Méndez, M. O. & van Gils, M., 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE Institute of Electrical and Electronic Engineers, p. 1342-1345

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

7 Citations (Scopus)

Determination of optimal data sets to classify patient disorders

Summers, R., Weller, P., Jensen, H., van Gils, M. & Nieminen, K., 1997, Proceedings of the World Congress on Medical Physics and Biomedical Engineering. 539

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientific

Developing personalised solutions for the treatment of traumatic brain injury: The TBIcare project

van Gils, M. & Tenovuo, O., 2011, In : CyberTherapy and Rehabilitation Magazine. 2011, 1, p. 34-35

Research output: Contribution to journalArticleProfessional

Open Access

Development of an index for assessment of nociception at incision during surgery

van Gils, M., Korhonen, I., Huiku, M., Yppärilä-Wolters, H., Viertiö-Oja, H., Meriläinen, P., Kymäläinen, M., Takala, P., Uutela, K., Rantanen, M. & Yli-Hankala, A., 2005, Proceedings of the 3rd European Medical and Biological Engineering Conference, IFMBE Proceedings, 2005. 1529F. (IFMBE Proceedings, Vol. 11).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Development of a system for clinical-disorder detection in the ICU

Ojaniemi, J., van Gils, M., Korhonen, I., Heikelä, A. & Kari, A., 1999.

Research output: Contribution to conferenceOther conference contributionScientific

Different combinations of diagnostic tests discriminate specific subtypes of dementia

Rhodius-Meester, H. F. M., Bruun, M., Baroni, M., Gjerum, L., Remes, A. M., Urhemaa, T., Tolonen, A., Rueckert, D., van Gils, M., Lemstra, E., Barkhof, F., Frederiksen, K. S., Waldemar, G., Scheltens, P., Soininen, H., Mecocci, P., Koikkalainen, J., Lötjönen, J. & van der Flier, W. M., 1 Jul 2018, In : Alzheimer's and Dementia. 10, 7, p. 820-821 P2-349.

Research output: Contribution to journalArticleScientific

Discovery and use of efficient biomarkers for objective disease state assessment in Alzheimer's disease

van Gils, M., Koikkalainen, J., Mattila, J., Herukka, S-K., Lötjönen, J. & Soininen, H., 2010, Proceedings of the 32nd Annual International Conference of the IEEE EMBS 2010. Piscataway, NJ, USA: IEEE Institute of Electrical and Electronic Engineers, p. 2886-2889

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

Open Access
8 Citations (Scopus)

Disease-related determinants are associated with mortality in dementia due to Alzheimer's disease

Rhodius-Meester, H. F. M., Liedes, H., Koene, T., Lemstra, A. W., Teunissen, C. E., Barkhof, F., Scheltens, P., van Gils, M., Lötjönen, J. & van der Flier, W. M., 2018, In : Alzheimer's Research and Therapy. 10, 1, 23.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
7 Citations (Scopus)