Mark van Gils

  • Phone+358405583184
1992 …2020

Research output per year

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Research Output

2014

Use of home telemonitoring to support multidisciplinary care of heart fa ilure patients in Finland: Randomized controlled trial

Vuorinen, A-L., Leppänen, J., Kaijanranta, H., Kulju, M., Heiliö, T., van Gils, M. & Lähteenmäki, J., 2014, In : Journal of Medical Internet Research. 16, 12, e282.

Research output: Contribution to journalArticleScientificpeer-review

36 Citations (Scopus)

Weight Rhythms: Weight Increases during Weekends and Decreases during Weekdays

Orsama, A-L., Mattila, E., Ermes, M., van Gils, M., Wansink, B. & Korhonen, I., 2014, In : Obesity Facts. 7, 1, p. 36-47 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
27 Citations (Scopus)
2013

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)

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

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)

Guided Physical Exercise of Cardiac Patients during Rehabilitation: Adherence and Changes in Physiological Variables

Runtti, H., Filos, D., van Gils, M., Chouvarda, I., Honka, A. & Pärkkä, J., 2013, Proceedings of the13th IEEE International Conference on BioInformatics and BioEngineering (IEEE BIBE 2013). Chania, Greece, 10 - 13 Nov. 2013. IEEE Institute of Electrical and Electronic Engineers, p. 1-4

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

1 Citation (Scopus)

Medication incompliance and vital signs in heart failure patients

Chouvarda, I. G., Mabote, T., Torabi, A., Caffarel, J., van Gils, M., Cleland, J. & Maglaveras, N., 2013, The International Conference on Health Informatics : ICHI 2013. Zhang, YT. (ed.). Springer, p. 51-54 (IFMBE Proceedings, Vol. 42).

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

Predicting AD Conversion: Comparison between Prodromal AD Guidelines and Computer Assisted PredictAD Tool

Liu, Y., Mattila, J., Ruiz, M. Á. M., Paajanen, T., Koikkalainen, J., van Gils, M., Herukka, S-K., Waldemar, G., Lötjönen, J. & Soininen, H., 2013, In : PLoS ONE. 8, 2, 8 p., e55246.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
33 Citations (Scopus)

Productivity leap with ioT: Visions of the Internet of Things with a special focus on Global Asset Management and Smart Lighting

Jurvansuu, M. (ed.), Belloni, K. (ed.), Ailisto, H., Sihvonen, S., Tukeva, P., Aikio, J., Virkkunen, R., Kortelainen, H., Heilala, J., Rauma, T., Roine, M., van Gils, M., Ventä, O., Jantunen, E., Katainen, T., Lehtonen, M., Heinonen, R., Merilahti, J., Ketomäki, J., Hast, J. & 17 others, Peltola, J., Mäkelä, S-M., Könönen, V., Ahola, J., Juntunen, E., Katasonov, A., Hiltunen, J., Kaartinen, J., Savola, R., Savolainen, P., Soininen, J-P., Kiljander, J., Huusko, J., Airaksinen, M., Mäki, K., Strömmer, E. & Rönkä, K., 2013, Espoo: VTT Technical Research Centre of Finland. 99 p. (VTT Visions; No. 3).

Research output: Book/ReportBook (editor)

Open Access

State-of-the-art of wearable EEG for personalised health applications

Balanou, E., van Gils, M. & Vanhala, T., 2013, Proceedings of the 10th International Conference on Wearable Micro and Nano Technologies for Personalized Health: pHealth 2013. Blobel, B., Pharow, P. & Parv, L. (eds.). Amsterdam: IOS Press, p. 119-123 (Studies in Health Technology and Informatics, Vol. 189).

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

8 Citations (Scopus)

The PredictAD project: Development of novel biomarkers and analysis software for early diagnosis of the Alzheimer's disease

Antila, K., Lötjönen, J., Thurfjell, L., Laine, J., Massimini, M., Rueckert, D., Zubarev, R. A., Orešič, M., van Gils, M., Mattila, J., Simonsen, A. H., Waldemar, G. & Soininen, H., 2013, In : Interface Focus. 3, 2

Research output: Contribution to journalArticleScientificpeer-review

20 Citations (Scopus)
2012

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)

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

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)

Improved classification of Alzheimer's disease data via removal of nuisance variability

Koikkalainen, J., Pölönen, H., Mattila, J., van Gils, M., Soininen, H. & Lötjönen, J., 2012, In : PLoS ONE. 7, 2, 12 p., e31112.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
34 Citations (Scopus)

Multichannel Bed Pressure Sensor for Sleep Monitoring

Kortelainen, J. M., van Gils, M. & Pärkkä, J., 2012, Proceedings of the 39th Computing in Cardiology, 2012. p. 313-316

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

38 Citations (Scopus)

Software tool for improved prediction of Alzheimer's disease

Soininen, H., Mattila, J., Koikkalainen, J., van Gils, M., Hviid Simonsen, A., Waldemar, G., Rueckert, D., Thurfjell, L. & Lötjönen, J., 2012, In : Neurodegenerative Diseases. 10, 1-4, p. 149-152

Research output: Contribution to journalArticleScientificpeer-review

Open Access
10 Citations (Scopus)

Spectral entropy as a measure of hypnosis and hypnotic drug effect of total intravenous anesthesia in children during slow induction and maintenance

Klockars, J. G. M., Hiller, A., Münte, S., van Gils, M. & Taivainen, T., 2012, In : Anesthesiology. 116, 2, p. 340-351 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
17 Citations (Scopus)

Temporal variation in telemonitoring data: On the effect of medication and lifestyle compliance

Chouvarda, I., Antony, R., Torabi, A., Weston, J., Caffarel, J., van Gils, M., Cleland, J. & Maglaveras, N., 2012, In : International Journal of Bioelectromagnetism. 15, 1, p. 351-354

Research output: Contribution to journalArticle in a proceedings journalScientificpeer-review

2011

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)

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)

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

Identification of adequate neurally adjusted ventilatory assist (NAVA) during systematic increases in the NAVA level

Ververidis, D., van Gils, M., Passath, C., Takala, J. & Brander, L., 2011, In : IEEE Transactions on Biomedical Engineering. 58, 9, p. 2598-2606

Research output: Contribution to journalArticleScientificpeer-review

Open Access
13 Citations (Scopus)

Increased variation of the response index of nociception during noxious stimulation in patients during general anaesthesia

Sarén-Koivuniemi, T. J. M., Yli-Hankala, A. M. & van Gils, M., 2011, In : Computer Methods and Programs in Biomedicine. 104, 2, p. 154-160

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)
2010

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)

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)

Entropy as a Measure of Hypnosis During Intravenous Anesthesia in Children

Klockars, J., Hiller, A., Muente, S., van Gils, M. & Taivainen, T., 2010.

Research output: Contribution to conferenceConference articleScientificpeer-review

Open Access

Feature selection and time regression software: Application on predicting Alzheimer's disease progress

Ververidis, D., van Gils, M., Koikkalainen, J. & Lötjönen, J., 1 Dec 2010, Proceedings of EUSIPCO 2010. p. 1179-1183

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

Open Access
3 Citations (Scopus)

Intelligence engineering framework

Hirvonen, J., Kaasinen, E., Kotovirta, V., Lahtinen, J., Norros, L., Salo, L., Timonen, M., Tommila, T., Valkonen, J., van Gils, M. & Ventä, O., 2010, Espoo: VTT Technical Research Centre of Finland. 48 p. (VTT Working Papers; No. 140).

Research output: Book/ReportReport

Open Access

Personal Health Systems: Opportunities and Barriers for Adoption

Korhonen, I., Mattila, E. M. & van Gils, M., 2010, Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology. IEEE Institute of Electrical and Electronic Engineers

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

Open Access
2 Citations (Scopus)
2009

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

Relationship of Psychological and Physiological Variables in Long-Term Self-Monitored Data During Work Ability Rehabilitation Program

Pärkkä, J., Merilahti, J., Mattila, E. M., Malm, E., Antila, K., Tuomisto, M. T., Saarinen, A. V., van Gils, M. & Korhonen, I., 2009, In : IEEE Transactions on Information Technology in Biomedicine. 13, 2, p. 141-151

Research output: Contribution to journalArticleScientificpeer-review

22 Citations (Scopus)
2008

ECG monitoring of cardiac patients at home: experiences with scenarios and signal processing methods

Merilahti, J., Kenttä, O., van Gils, M., Petäkoski-Hult, T., Hyvärinen, E., Hyttinen, J. & Kailanto, H., 2008. 1 p.

Research output: Contribution to conferenceConference PosterScientific

Open Access

ECG monitoring of cardiac patients at home: experiences with scenarios and signal processing methods

Merilahti, J., van Gils, M., Petäkoski-Hult, T., Kenttä, O., Hyvärinen, E., Hyttinen, J. & Kailanto, H., 2008, 2008 Second International Conference on Pervasive Computing Technologies for Healthcare (PervasiveHealth). Tampere, Finland, 30 Jan. - 1 Feb. 2008. IEEE Institute of Electrical and Electronic Engineers, p. 281 - 284

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

1 Citation (Scopus)

Evaluation of new concept for balance and gait analysis, patients with neurological disease, elderly people and young adults

Merilahti, J., Petäkoski-Hult, T., Ermes, M., Lahti, H., Ylinen, A., Autio, L., Hyvärinen, E., Hyttinen, J. & van Gils, M., 2008, In : Gerontechnology. 7, 2, p. 164-164 1 p.

Research output: Contribution to journalOther journal contributionScientificpeer-review

Open Access

Narcotrend index indicates age-related changes during propofol induction in children

Muente, S., Klockars, J., van Gils, M., Quandt, C., Gross, M., Hiller, A. & Taivainen, T., 2008, In : Anesthesia and Analgesia. 109, 1, p. 53-59

Research output: Contribution to journalArticleScientificpeer-review

Open Access

The Development of ICT based services for ageing people needs co-operation

Petäkoski-Hult, T., Merilahti, J., Ermes, M. & van Gils, M., 2008.

Research output: Contribution to conferenceConference PosterScientific

Open Access

The development of ICT-based services for ageing people needs co-operation

Petäkoski-Hult, T., Merilahti, J., Ermes, M. & van Gils, M., 2008, In : Gerontechnology. 7, 2, p. 188-188 1 p.

Research output: Contribution to journalOther journal contributionScientificpeer-review

Open Access

The performance of Bispectral Index in children during equi-MAC halothane vs. sevoflurane anaesthesia

Taivainen, T., Klockars, J., Hiller, A., Wennervirta, J., van Gils, M. & Suominen, P., 2008, In : European Journal of Anaesthesiology. 25, 11, p. 933-939 7 p.

Research output: Contribution to journalArticleScientificpeer-review

2 Citations (Scopus)
2007

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

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)

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

Entropy and bispectral index in brain-dead organ donors: Authors' reply

Wennervirta, J., Salmi, T., Hynynen, M., Yli-Hankala, A., Koivusalo, A. M., Van Gils, M., Pöyhiä, R. & Vakkuri, A., 1 May 2007, In : Intensive Care Medicine. 33, 5, p. 921-922 2 p.

Research output: Contribution to journalOther journal contributionScientific

Entropy is more resistant to artifacts than bispectral index in brain-dead organ donors

Wennervirta, J., Salmi, T., Hynynen, M., Yli-Hankala, A., Koivusalo, A-M., van Gils, M., Pöyhiä, R. & Vakkuri, A., 2007, In : Intensive Care Medicine. 33, 1, p. 133-136

Research output: Contribution to journalArticleScientificpeer-review

25 Citations (Scopus)

Estimating intensity of physical activity: a comparison of wearable accelerometer and gyro sensors and 3 sensor locations

Pärkkä, J., Ermes, M., Antila, K., van Gils, M., Mänttäri, A. & Nieminen, H., 2007, Proceedings of the 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Lyon, France, 23-26 August 2007. IEEE Institute of Electrical and Electronic Engineers, p. 1511-1514

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

42 Citations (Scopus)

Prediction of poor outcome using detector of epileptiform EEG in ICU patients resuscitated after cardiac arrest

Ermes, M., Särkelä, M., van Gils, M., Wennervirta, J., Vakkuri, A. & Tapani, S., 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Institute of Electrical and Electronic Engineers, p. 3056-3059

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

3 Citations (Scopus)

Propofol versus alfentanil to prevent movement responses during uterine curettage

Seitsonen, E. R. J., Cohen-Laroque, E-S., van Gils, M., Korttila, K. T., Neuvonen, P. J. & Yli-Hankala, A. M., 2007, In : Acta Anaesthesiologica Scandinavica. 51, 6, p. 751-758

Research output: Contribution to journalArticleScientificpeer-review

4 Citations (Scopus)

Quantification of epileptiform electroencephalographic activity during sevoflurane mask induction

Särkelä, M. O. K., Ermes, M., van Gils, M., Yli-Hankala, A. M., Jäntti, V. H. & Vakkuri, A. P., 2007, In : Anesthesiology. 107, 6, p. 928-938

Research output: Contribution to journalArticleScientificpeer-review

Open Access
22 Citations (Scopus)

Technical solutions supporting the rehabilitation activities at home

Petäkoski-Hult, T., Merilahti, J., Kenttä, O., van Gils, M., Hyttinen, J., Kailanto, H., Ylinen, A. & 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, p. 75-76 (International Journal of Rehabilitation Research; No. Supplement 1, Vol. 30).

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