Research Output 1984 2020

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2019
1 Citation (Scopus)

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

Decision support systems
Brain
Planning
Software Design
Validation Studies
4 Citations (Scopus)

Dependence on plasma shape and plasma fueling for small edge-localized mode regimes in TCV and ASDEX Upgrade

Culham Science Centre, 26 Jun 2019, In : Nuclear Fusion. 59, 8, 13 p., 086020.

Research output: Contribution to journalArticleScientificpeer-review

refueling
ballooning modes
flattening
plasma density
shear
1 Citation (Scopus)

Development of a Non-invasive Device for Swallow Screening in Patients at Risk of Oropharyngeal Dysphagia: Results from a Prospective Exploratory Study

Steele, C. M., Mukherjee, R., Kortelainen, J. M., Pölönen, H., Jedwab, M., Brady, S. L., Theimer, K. B., Langmore, S., Riquelme, L. F., Swigert, N. B., Bath, P. M., Goldstein, L. B., Hughes, R. L., Leifer, D., Lees, K. R., Meretoja, A. & Muehlemann, N., 15 Oct 2019, In : Dysphagia. 34, 5, p. 698-707 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Deglutition Disorders
Deglutition
Prospective Studies
Equipment and Supplies
Safety

Emerging Revenue Models for Personal Data Platform Operators: When Individuals are in Control of Their Data

Kemppainen, L., Koivumäki, T., Pikkarainen, M. & Poikola, A., 1 Feb 2019, In : Journal of Business Models. 6, 3

Research output: Contribution to journalArticleScientificpeer-review

Open Access

Exploring Associations Between the Self-Reported Values, Well-Being, and Health Behaviors of Finnish Citizens: Cross-Sectional Analysis of More Than 100,000 Web-Survey Responses

Honka, A., Helander, E., Pavel, M., Jimison, H., Mustonen, P., Korhonen, I. & Ermes, M., 22 Apr 2019, In : JMIR Mental Health. 6, 4, p. e12170 18 p., e12170.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Health Behavior
Happiness
Cross-Sectional Studies
Exercise
Eating
1 Citation (Scopus)

Extensive phenotype data and machine learning in prediction of mortality in acute coronary syndrome – the MADDEC study

Hernesniemi, J. A., Mahdiani, S., Tynkkynen, J. A., Lyytikäinen, L-P., Mishra, P. P., Lehtimäki, T., Eskola, M., Nikus, K., Antila, K. & Oksala, N., 17 Feb 2019, In : Annals of Medicine. 51, 2, p. 156-163 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Acute Coronary Syndrome
Phenotype
Mortality
Area Under Curve
Logistic Models

Field study of a web service for stimulating the positive side of stress: Entrepreneurs' experiences and design implications

Heikkilä, P., Mattila, E. & Ainasoja, M., 28 Oct 2019, In : BMC Medical Informatics and Decision Making. 19, 1, 200.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Job Description
Learning
Health
Surveys and Questionnaires
1 Citation (Scopus)

Impact of a Clinical Decision Support Tool on Dementia Diagnostics in Memory Clinics: The PredictND Validation Study

Bruun, M., Frederiksen, K. S., Rhodius-Meester, H. F. M., Baroni, M., Gjerum, L., Koikkalainen, J., Urhemaa, T., Tolonen, A., van Gils, M., Tong, T., Guerrero, R., Rueckert, D., Dyremose, N., Bo Andersen, B., Simonsen, A. H., Lemstra, A. W., Hallikainen, M., Kurl, S., Herukka, S-K., Remes, A. M. & 6 others, Waldemar, G., Soininen, H., Mecocci, P., van der Flier, W. M., Lötjönen, J. & Hasselbalch, S. G., Feb 2019, In : Current Alzheimer Research. 16, 2, p. 91-101 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Clinical Decision Support Systems
Validation Studies
Dementia
Differential Diagnosis
Lewy Body Disease

Impact of a clinical decision support tool on prediction of progression in early-stage dementia: A prospective validation study

Bruun, M., Frederiksen, K. S., Rhodius-Meester, H. F. M., Baroni, M., Gjerum, L., Koikkalainen, J., Urhemaa, T., Tolonen, A., van Gils, M., Rueckert, D., Dyremose, N., Andersen, B. B., Lemstra, A. W., Hallikainen, M., Kurl, S., Herukka, S. K., Remes, A. M., Waldemar, G., Soininen, H., Mecocci, P. & 3 others, Van Der Flier, W. M., Lötjönen, J. & Hasselbalch, S. G., 20 Mar 2019, In : Alzheimer's Research and Therapy. 11, 1, 25.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Clinical Decision Support Systems
Validation Studies
Dementia
Prospective Studies
Cognitive Dysfunction

Left ventricular ejection fraction adds value over the GRACE score in prediction of 6-month mortality after ACS: The MADDEC study

Syyli, N., Markus, H., Antila, K., Mahdiani, S., Eskola, M., Lehtimäki, T., Nikus, K., Lyytikäinen, L-P., Oksala, N. & Hernesniemi, J., 1 Jun 2019, In : Open Heart. 6, 1, p. e001007 e001007.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Acute Coronary Syndrome
Stroke Volume
Registries
Mortality
Coronary Angiography

Metabolic state as a modulator of neural event-related potentials for food stimuli in an implicit association test

Lahtinen, A., Juvonen, K., Lapveteläinen, A., Kolehmainen, M., Lindholm, M., Tanila, H., Kantanen, T., Sinikallio, S., Karhunen, L. & Närväinen, J., 1 Oct 2019, In : Physiology and Behavior. 209, 112589.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Evoked Potentials
Food
Motivation
Pleasure
Meals

Multivariate prediction of Hippocampal atrophy in Alzheimer's disease

Liedes, H., Lötjönen, J., Kortelainen, J. M., Novak, G., van Gils, M. & Gordon, M. F., 23 Apr 2019, In : Journal of Alzheimer's Disease. 68, 4, p. 1453-1468

Research output: Contribution to journalArticleScientificpeer-review

Atrophy
Alzheimer Disease
Magnetic Resonance Spectroscopy
Biomarkers
Neuropsychological Tests

Sensorit ja ympäristötekijät altistusten tutkimuksessa

Pärkkä, J. & Parmes, E., Jan 2019, In : Positio. p. 22-23 2 p.

Research output: Contribution to journalArticleProfessional

Spectral properties of the respiratory signal during sleep apnea events: Obtrusive and unobtrusive measurements

Ramirez-Elias, J., Ramirez-Elias, M., Acosta-Elias, J., Dorantes-Mendez, G., Alba, A., Mendez, M. O., Guerrero-Mora, G., Kortelainen, J. M. & Tenhunen, M. L., 23 May 2019, In : International Journal of Modern Physics C. 30, 5, 1950030.

Research output: Contribution to journalArticleScientificpeer-review

sleep
Sleep
respiration
Spectral Properties
Sensor

Technologies for fall risk assessment and conceptual design in personal health record system

Immonen, M., Similä, H., Lindholm, M., Korpelainen, R. & Jämsä, T., 10 Mar 2019, In : Finnish Journal of eHealth and eWelfare. 11, 1-2, p. 53-67

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Conceptual design
Risk assessment
Health
Sensors
Public health
1 Citation (Scopus)

The effect of structure and texture on the breakdown pattern during mastication and impacts on in vitro starch digestibility of high fibre rye extrudates

Alam, S. A., Pentikäinen, S., Närväinen, J., Katina, K., Poutanen, K. & Sozer, N., 1 Apr 2019, In : Food and Function. 10, 4, p. 1958-1973 16 p.

Research output: Contribution to journalArticleScientificpeer-review

Mastication
mastication
Starch
rye
dietary fiber

The NoHoW protocol: a multicentre 2×2 factorial randomised controlled trial investigating an evidence-based digital toolkit for weight loss maintenance in European adults

Scott, S. E., Duarte, C., Encantado, J., Evans, E. H., Harjumaa, M., Heitmann, B. L., Horgan, G. W., Larsen, S. C., Marques, M. M., Mattila, E., Matos, M., Mikkelsen, M-L., Palmeira, A. L., Pearson, B., Ramsey, L., Sainsbury, K., Santos, I., Sniehotta, F., Stalker, C., Teixeira, PJ. & 1 others, Stubbs, R. J., 30 Sep 2019, In : BMJ Open. 9, 9, p. e029425 e029425.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Weight Loss
Randomized Controlled Trials
Maintenance
Emotions
Motivation

Tulevaisuuden yhdistetyt terveysteknologiamahdollisuudet ensihoidon ei kiireellisten tehtävien hoitamisessa

Hautala, M., Ervasti, M., Pikkarainen, M., Reponen, J., Daavittila, I., Raatiniemi, L., Martikainen, M., Tuukkanen, J. & Korpelainen, J., 2019, In : Finnish Journal of eHealth and eWelfare. 11, p. 139-149

Research output: Contribution to journalArticleScientific

Open Access
Biomedical Technology
Emergency Medical Services
Technology
Delivery of Health Care
Aftercare

Työhyvinvointia teknologian avulla?

Kaasinen, E., Heikkilä, P., Honka, A. & Aromaa, S., 2019, In : Promaint. 2019, 1, p. 21-22

Research output: Contribution to journalArticleProfessional

Open Access

Urban greenspace and the indoor environment: Pathways to health via indoor particulate matter, noise, and road noise annoyance

Mueller, W., Steinle, S., Pärkkä, J., Parmes, E., Liedes, H., Kuijpers, E., Pronk, A., Sarigiannis, D., Karakitsios, S., Chapizanis, D., Maggos, T., Stamatelopoulou, A., Wilkinson, P., Milner, J., Vardoulakis, S. & Loh, M., 22 Oct 2019, (Accepted/In press) In : Environmental Research. 180, 13 p., 108850.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
greenspace
Particulate Matter
Noise
particulate matter
Health
2018
3 Citations (Scopus)

Acceleration sensor technology for rail track asset condition monitoring

Känsälä, K., Rantala, S., Kauppila, O. & Leviäkangas, P., 5 Feb 2018, In : Proceedings of Institution of Civil Engineers: Management, Procurement and Law. 171, 1, p. 32-40 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Railroad tracks
Condition monitoring
Rails
Asset management
Sensors
10 Citations (Scopus)

An m-Health system for education and motivation in cardiac rehabilitation: the experience of HeartCycle guided exercise

Salvi, D., Ottaviano, M., Muuraiskangas, S., Martínez-Romero, A., Vera-Muñoz, C., Triantafyllidis, A., Cabrera Umpiérrez, M. F., Arredondo Waldmeyer, M. T., Skobel, E., Knackstedt, C., Liedes, H., Honka, A., Luprano, J., Cleland, J. GF., Stut, W. & Deighan, C., 2018, In : Journal of Telemedicine and Telecare. 24, 4, 14 p., 303316.

Research output: Contribution to journalArticleScientificpeer-review

Health Education
Motivation
Exercise
Rehabilitation
Habits
4 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 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Frontotemporal Dementia
Lewy Body Disease
Alzheimer Disease
Atrophy
Differential Diagnosis
2 Citations (Scopus)

Computer-assisted prediction of clinical progression in the earliest stages of AD

Rhodius-Meester, H. F. M., Liedes, H., Koikkalainen, J., Wolfsgruber, S., Coll-Padros, N., Kornhuber, J., Peters, O., Jessen, F., Kleineidam, L., Molinuevo, J. L., Rami, L., Teunissen, C. E., Barkhof, F., Sikkes, S. A. M., Wesselman, L. M. P., Slot, R. E. R., Verfaillie, S. C. J., Scheltens, P., Tijms, B. M., Lötjönen, J. & 1 others, van der Flier, W. M., Jan 2018, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 10, p. 726-736 11 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Routine Diagnostic Tests
Cerebrospinal Fluid
Dementia
Magnetic Resonance Spectroscopy
Cognitive Dysfunction

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

Correlation between symptoms and functioning in psychiatric patients and temporal patterns of medication refills derived from pharmacy prescription claims

Ermes, M., Vuorinen, A. L., Schrader, G. & Bidargaddi, N., 1 Dec 2018, In : Australasian Psychiatry. 26, 6, p. 643-647 5 p.

Research output: Contribution to journalArticleScientificpeer-review

Prescriptions
Psychiatry
Social Adjustment
Medication Adherence
Hospitalization
5 Citations (Scopus)

Data-Driven Differential Diagnosis of Dementia Using Multiclass Disease State Index Classifier

Tolonen, A., Rhodius-Meester, H. F. M., Bruun, M., Koikkalainen, J., Barkhof, F., Lemstra, A. W., Koene, T., Scheltens, P., Teunissen, C. E., Tong, T., Guerrero, R., Schuh, A., Ledig, C., Baroni, M., Rueckert, D., Soininen, H., Remes, A. M., Waldermar, G., Hasselbach, S. G., Mecocci, P. & 2 others, van der Flier, W. & Lötjönen, J., 25 Apr 2018, In : Frontiers in Aging Neuroscience. 10, 11 p., 111.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Dementia
Differential Diagnosis
Clinical Decision Support Systems
Lewy Body Disease
Vascular Dementia
1 Citation (Scopus)

Designing a eustress toolbox: From entrepreneur experiences to an online service

Heikkilä, P., Mattila, E. & Ainasoja, M., Aug 2018, In : Human Technology. 14, 2, p. 233-257 25 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
online service
entrepreneur
experience
Productivity
reflexivity

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

7 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
Dementia
Alzheimer Disease
Comorbidity
Mortality
Atrophy
4 Citations (Scopus)

Evaluating combinations of diagnostic tests to discriminate different dementia types

Bruun, M., Rhodius-Meester, H. F. M., Koikkalainen, J., Baroni, M., Gjerum, L., Lemstra, A. W., Barkhof, F., Remes, A. M., Urhemaa, T., Tolonen, A., Rueckert, D., van Gils, M., Frederiksen, K. S., Waldemar, G., Scheltens, P., Mecocci, P., Soininen, H., Lötjönen, J., Hasselbalch, S. G. & van der Flier, W. M., 1 Jan 2018, In : Alzheimer's and Dementia: Diagnosis, Assessment and Disease Monitoring. 10, p. 509-518 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Routine Diagnostic Tests
Dementia
Lewy Body Disease
Frontotemporal Dementia
Vascular Dementia

Feasibility of mobile mental wellness training for older adults

Similä, H., Immonen, M., Toska-Tervola, J., Enwald, H., Keränen, N., Kangas, M., Jämsä, T. & Korpelainen, R., 1 Sep 2018, In : Geriatric Nursing. 39, 5, p. 499-505 7 p.

Research output: Contribution to journalArticleScientificpeer-review

Health Promotion
Technology
Mental Health
Peer Group
Self-Help Groups

Perceived loneliness among home-dwelling older adults with and without memory disorder: A population-based study

Ollanketo, M., Korpelainen, R., Jämsä, T., Kangas, M., Koivumaa-Honkanen, H., Immonen, M., Enwald, H. & Elo, S., 23 Sep 2018, In : Nordic Journal of Nursing Research.

Research output: Contribution to journalArticleScientificpeer-review

Loneliness
Memory Disorders
Population
Social Work
Cross-Sectional Studies
4 Citations (Scopus)

Quantitative EEG Parameters for Prediction of Outcome in Severe Traumatic Brain Injury: Development Study

Tolonen, A., Särkelä, M., Takala, R., Katila, A., Frantzén, J., Posti, J., Müller, M., van Gils, M. & Tenovuo, O., 2018, In : Clinical EEG and Neuroscience. 49, 4, p. 248-257 10 p.

Research output: Contribution to journalArticleScientificpeer-review

Electroencephalography
Area Under Curve
Intensive Care Units
Traumatic Brain Injury
Glasgow Outcome Scale
1 Citation (Scopus)

Reproducibility of standardized fine motor control tasks and age effects in healthy adults

Smits, E. J., Tolonen, A. J., Cluitmans, L., van Gils, M., Zietsma, R. C., Tijssen, M. A. J. & Maurits, N. M., 1 Jan 2018, In : Measurement. 114, Jan, p. 177-184

Research output: Contribution to journalArticleScientificpeer-review

Monitoring
tracing
correlation coefficients
Parkinson disease
disorders
1 Citation (Scopus)

Validation of prognostic biomarker scores for predicting progression of dementia in patients with amnestic mild cognitive impairment

Moreland, J., Urhemaa, T., van Gils, M., Lötjönen, J., Wolber, J. & Buckley, C. J., 1 Jan 2018, In : Nuclear Medicine Communications. 39, 4, p. 297-303

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Dementia
Biomarkers
Amyloid
Alzheimer Disease
Psychometrics
2017
9 Citations (Scopus)

Accelerometry-based assessment and detection of early signs of balance deficits

Similä, H., Immonen, M. & Ermes, M., 2017, In : Computers in Biology and Medicine. 85, p. 25-32 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Accelerometry
Gait
Accelerometers
Leg
Mean square error
7 Citations (Scopus)

Consumer adoption of future mydata-based preventive ehealth services: An acceptance model and survey study

Koivumäki, T., Pekkarinen, S., Lappi, M., Vaïsänen, J., Juntunen, J. & Pikkarainen, M., 1 Dec 2017, In : Journal of Medical Internet Research. 19, 12, e429.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Telemedicine
Self Efficacy
Preventive Health Services
Biomedical Technology
Structural Models

Detection of the sleep stages throughout non-obtrusive measures of inter-beat fluctuations and motion: Night and day sleep of female shift workers

Mendez, M. O., Palacios-Hernandez, E. R., Alba, A., Kortelainen, J. M., Tenhunen, M. L. & Bianchi, A. M., 15 Sep 2017, In : Fluctuation and Noise Letters. 16, 4, 16 p., 1750033.

Research output: Contribution to journalArticleScientificpeer-review

sleep
Sleep
Beat
night
synchronism
5 Citations (Scopus)

Do rye product structure, product perceptions and oral processing modulate satiety?

Pentikäinen, S., Sözer, N., Närväinen, J., Sipilä, K., Alam, S., Heiniö, R., Paananen, J., Poutanen, K. & Kolehmainen, M., 1 Sep 2017, In : Food Quality and Preference. 60, p. 178-187 10 p.

Research output: Contribution to journalArticleScientificpeer-review

rye products
Mastication
satiety
mouth
mastication
7 Citations (Scopus)
flakes
Mastication
foams
Starch
mouth
6 Citations (Scopus)

Five-class differential diagnostics of neurodegenerative diseases using random undersampling boosting

Tong, T., Ledig, C., Guerrero, R., Schuh, A., Koikkalainen, J., Tolonen, A., Rhodius, H., Barkhof, F., Tijms, B., Lemstra, A. W., Soininen, H., Remes, A. M., Waldemar, G., Hasselbalch, S., Mecocci, P., Baroni, M., Lötjönen, J., Flier, W. V. D. & Rueckert, D., 1 Jan 2017, In : NeuroImage: Clinical. 15, p. 613-624 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Neurodegenerative Diseases
Lewy Body Disease
Frontotemporal Dementia
Vascular Dementia
Dementia
8 Citations (Scopus)

Functional brain segmentation using inter-subject correlation in fMRI

Kauppi, J-P., Pajula, J., Niemi, J., Hari, R. & Tohka, J., 1 May 2017, In : Human Brain Mapping. 38, 5, p. 2643-2665 23 p.

Research output: Contribution to journalArticleScientificpeer-review

Magnetic Resonance Imaging
Brain
Atlases
Neuroimaging
Cluster Analysis
27 Citations (Scopus)

Glial fibrillary acidic protein and ubiquitin C-terminal hydrolase-L1 are not specific biomarkers for mild CT-negative traumatic brain injury

Posti, J. P., Hossain, I., Takala, R. S. K., Liedes, H., Newcombe, V., Outtrim, J., Katila, A. J., Frantzén, J., Ala-Seppälä, H., Coles, J. P., Kyllönen, A., Maanpää, H-R., Tallus, J., Hutchinson, P. J., van Gils, M., Menon, D. K. & Tenovuo, O., 1 Apr 2017, In : Journal of Neurotrauma. 34, 7, p. 1427-1438 12 p.

Research output: Contribution to journalArticleScientificpeer-review

Ubiquitin Thiolesterase
Glial Fibrillary Acidic Protein
Brain Concussion
Protein C
Biomarkers
7 Citations (Scopus)

Graphical Tasks to Measure Upper Limb Function in Patients with Parkinson's Disease: Validity and Response to Dopaminergic Medication

Smits, E. J., Tolonen, A. J., Cluitmans, L., van Gils, M., Zietsma, R. C., Borgemeester, R. W. K., van Laar, T. & Maurits, N. M., 1 Jan 2017, In : IEEE Journal of Biomedical and Health Informatics. 21, 1, p. 283-289

Research output: Contribution to journalArticleScientificpeer-review

Upper Extremity
Parkinson Disease
Tremor

Health information behaviour, attitudes towards health information and motivating factors for encouraging physical activity among older people: Differences by sex and age

Enwald, H., Kangas, M., Keränen, N., Immonen, M., Similä, H., Jämsä, T. & Korpelainen, R., 2017, In : Information Research. 22, 1, isic1623.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Open Access
Data storage equipment

Orchestration Roles to Facilitate Networked Innovation in a Healthcare Ecosystem

Pikkarainen, M., Ervasti, M., Hurmelinna-Laukkanen, P. & Nätti, S., 2017, In : Technology Innovation Management Review (TIM Review). 7, 9, p. 30-43

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Ecosystem
Healthcare
Innovation
Orchestration
Technological innovation

Puettavan mittalaiteteknologian harppaukset

Translated title of the contribution: Leaps of wearable technologyPärkkä, J., 15 Feb 2017, In : Valmentaja. 2, p. 46-48

Research output: Contribution to journalArticleProfessional

Towards business ecosystems for connected health

Francis Gomes, J., Pikkarainen, M., Ahokangas, P. & Niemelä, R., 2017, In : Finnish Journal of eHealth and eWelfare. 9, 2-3, p. 95-111

Research output: Contribution to journalArticleScientificpeer-review

Open Access