Mark van Gils

1993 …2020
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Research Output 1993 2020

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Conference article in proceedings
2018
1 Citation (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

Patient rehabilitation
2017

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

1 Citation (Scopus)

Overview of health behavior change interventions to promote physical-activity-related adherence in patients with heart disease

Livitckaia, K., Koutkias, V., Maglaveras, N., Kouidi, E., van Gils, M. & Chouvarda, I., 1 Jan 2017, EMBEC and NBC 2017 - Joint Conference of the European Medical and Biological Engineering Conference EMBEC 2017 and the Nordic-Baltic Conference on Biomedical Engineering and Medical Physics, NBC 2017. Eskola, H., Vaisanen, O., Viik, J. & Hyttinen, J. (eds.). Springer, Vol. 65. p. 286-289 4 p. (IFMBE Proceedings, Vol. 65).

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

Health
Patient rehabilitation
Decision making
2016
2 Citations (Scopus)

Prediction of Outcome after Traumatic Brain Injury: Comparison of Disease State Index and IMPACT Calculator

Liedes, H., Mattila, J., Lingsma, H., Lötjönen, J., Menon, D., Tenovuo, O. & van Gils, M., 2016, pHealth 2016. Maglaveras, N. & Gizeli, E. (eds.). IOS Press, p. 175-180 (Studies in Health Technology and Informatics, Vol. 224).

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

Clinical Trials
Young Adult
Cause of Death
Decision Making
Traumatic Brain Injury
2015
1 Citation (Scopus)

Distinguishing Parkinson's disease from other syndromes causing tremor using automatic analysis of writing and drawing tasks

Tolonen, A., Cluitmans, L., Smits, E., van Gils, M., Maurits, N. & Zietsma, R., 2015, Bioinformatics and Bioengineering (BIBE), 2015 IEEE 15th International Conference on. IEEE Institute of Electrical and Electronic Engineers , p. 1-4

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

Tremor
Parkinson Disease
Essential Tremor
Motor Skills
Movement Disorders

Wavelet Based Analysis of the Heart Rate during Recovery in a Guided Rehabilitation Exercise Program

Filos, D., Chouvarda, I., van Gils, M. & Maglaveras, N., 2015, 6th European Conference of the International Federation for Medical and Biological Engineering: IFMBE Proceedings. Springer, p. 281-284

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

Exercise Therapy
Wavelet Analysis
Heart Rate
Exercise
Parasympathetic Nervous System
2013
3 Citations (Scopus)

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

MATLAB
Visualization
Health
7 Citations (Scopus)

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

sleep
sensor
respiration
detection
index method
1 Citation (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

Rehabilitation
Exercise
Patient Compliance
Warm-Up Exercise
Spain

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

Vital Signs
Heart Failure
Therapeutics
Health
7 Citations (Scopus)

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

Brain
Health
Costs
Wearable sensors
2012

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

Exercise Therapy
Exercise
Equipment and Supplies
Coronary Artery Disease
Electrocardiography
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

Pressure sensors
Monitoring
Sensors
Electrocardiography
Principal component analysis
2011
7 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

Patient rehabilitation
Prescriptions
Ontology
Health
Exercise
7 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

Blood pressure
Fuzzy inference
Exercise
Blood Pressure
Life Style
2010
10 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

Feature extraction
Monitoring
Health
Magnetometers
Decision trees
7 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
Alzheimer Disease
Biomarkers
Clinical Decision Support Systems
Data Mining
Early Diagnosis
3 Citations (Scopus)

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
Application programs
Feature extraction
Classifiers
Neuroimaging
Biomarkers
2 Citations (Scopus)

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
Alzheimer Disease
Health
Clinical Decision Support Systems
Data Mining
Early Diagnosis
2008
1 Citation (Scopus)

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

Electrocardiography
Signal processing
Monitoring
Quantization (signal)
Patient rehabilitation
2007
42 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

Metabolic Equivalent
Ankle
Wrist
Running
Walking
3 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

Entropy
Heart Arrest
Intensive Care Units
Electroencephalography
Out-of-Hospital Cardiac Arrest
2006
4 Citations (Scopus)

Method for the Automatic Detection of Epileptiform Waveforms in Sevoflurane-induced Anesthesia EEG

Ermes, M., Särkelä, M., van Gils, M., Vakkuri, A., Yli-Hankala, A. & Jäntti, V., 2006, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Institute of Electrical and Electronic Engineers , p. 6343-6346

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

Electroencephalography
Anesthesia
sevoflurane
Decision Trees
Anesthetics
2005

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

Heart Rate
Propofol
Hypnotics and Sedatives
Paralysis
Analgesics

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

heart rate
autonomic nervous system
methodology
testing
factor analysis

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

Nociception
Photoplethysmography
Entropy
Propofol
Analgesia
2004

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

Classifiers
Logistics
Neural networks
Amination
10 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

electroencephalography
entropy
forehead
agitation
power spectra
2002

EEG, heart rate, pulse plethysmography and movement responses to skin incision

Seitsonen, E., van Gils, M., Korhonen, I. & Korttila, K., 2002, Anesthesiology: Abstract. p. A582 (Anesthesiology; No. 96).

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

Plethysmography
Pulse
Heart Rate
Skin
Electromyography

Identification of a set of optimal EEG parameters for estimation of depth of anaesthesia

van Gils, M., Viertiö-Oja, H., Yli-Hankala, A. & Korhonen, I., 2002, 2nd European Medical and Biomedical Engineering Conference, EMBEC02. Graz, Austria, p. 390-391 (IFMBE Proceedings, Vol. 3).

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

entropy
prediction
factor analysis
artificial neural network
parameter

Processing wellness data in intelligent home monitoring applications

Pärkkä, J., van Gils, M., Lappalainen, R. & Korhonen, I., 2002, Proceedings of the 12th Nordic Baltic Conference on Biomedical Engineering and Medical Physics, 12NBC 2002, Reykjavik, 2002. Reykjavik, p. 248-249

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

Frequency domain analysis
Ubiquitous computing
Signal processing
Health
Monitoring
2001

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

Wireless Technology
Delivery of Health Care
Chronic Disease
Technology
Weights and Measures
6 Citations (Scopus)

Feasibility and user acceptance of a personal weight management system based on ubiquitous computing

van Gils, M., Pärkkä, J., Lappalainen, R., Ahonen, A., Maukonen, A., Tuomisto, T., Lötjönen, J., Cluitmans, L. & Korhonen, I., 2001, 2001 Conference Proceedings of the 23rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. Istambul: IEEE Institute of Electrical and Electronic Engineers , p. 3650-3653

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

Ubiquitous computing
Health
Communication
Health care
Availability
2000
30 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

Bluetooth
Health
Internet
Monitoring
Communication
1997

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

IMPROVE data library: An annotated database of intensive care patient recordings

Korhonen, I., van Gils, M., Nieminen, K., Ojaniemi, J., Heikelä, A. & Kari, A., 1997, Proceedings of the World Congress on Medical Physics and Biomedical Engineering. 618

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

Intelligent alarms for efficient detection of patient disorders in the ICU

Ojaniemi, J., van Gils, M., Korhonen, I. & Nieminen, K., 1997, Proceedings of the World Congress on Medical Physics and Biomedical Engineering. 619

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

Using information present in artificial neural networks to identify disorders during intensive care

van Gils, M., Jansen, H., Nieminen, K., Summers, R. & Weller, P., 1997, Proceedings of the 4th European Conference on Engineering and Medicine (ECEM). p. 381-382

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

1996

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

Estimating the position of characteristic peaks in intra-operatively recorded auditory evoked potentials using artificial neural networks

van Gils, M. & Cluitmans, P., 1996, Proceedings of the 10th Nordic-Baltic Conference on Biomedical Engineering, NBCBME & 1st International Conference on Bioelectromagnetism, ICBEM. p. 231-232

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

Framework for biosignal interpretation in intensive care and anesthesia

Saranummi, N., Korhonen, I., van Gils, M. & Aarno, K., 1996, Proceedings of the 2nd IMIA-IFMBE International Workshop on Biosignal Interpretation, BSI96. p. 207-210

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

1994
2 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

Bioelectric potentials
Neural networks