Research Output 1984 2020

2018
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
1 Citation (Scopus)

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

Lohkoketjuteknologian mahdollisuudet ja hyödyt sosiaali- ja terveydenhuollossa

Translated title of the contribution: Opportunities and benefits of blockchain technology in social and health careSalonen, J., Halunen, K., Korhonen, H., Lähteenmäki, J., Pussinen, P., Vallivaara, V., Väisänen, T. & Ylén, P., 8 Jan 2018, Prime Minister's Office Finland. 67 p. (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja; No. 80, Vol. 2017).

Research output: Book/ReportReport

Open Access
Valsartan
Pediculus
Technology
Delivery of Health Care
1 Citation (Scopus)

Mobile Fall Risk Assessment Solution for Daily-Life Settings

Similä, H., Immonen, M. & Niemirepo, T., 29 Oct 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. p. 1530-1533 4 p. 8512589

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

Risk assessment
Bluetooth
Sensors
Feedback

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
6 Citations (Scopus)

Platform for systems medicine research and diagnostic applications in psychotic disorders-The METSY project

Frank, E., Maier, D., Pajula, J., Suvitaival, T., Borgan, F., Butz-Ostendorf, M., Fischer, A., Hietala, J., Howes, O., Hyötyläinen, T., Janssen, J., Laurikainen, H., Moreno, C., Suvisaari, J., van Gils, M. & Orešič, M., 1 Apr 2018, In : European Psychiatry. 50, p. 40-46 7 p.

Research output: Contribution to journalReview ArticleScientificpeer-review

Systems Analysis
Psychotic Disorders
Research
Endocannabinoids
Lipid Metabolism
2 Citations (Scopus)

Quantified factory worker: Designing a worker feedback dashboard

Heikkilä, P., Honka, A. & Kaasinen, E., 29 Sep 2018, NordiCHI 2018: Proceedings of the 10th Nordic Conference on Human-Computer Interaction. Association for Computing Machinery ACM, p. 515-523 9 p.

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

Industrial plants
Feedback
2 Citations (Scopus)

Quantified Factory Worker: Expert Evaluation and Ethical Considerations of Wearable Self-tracking Devices

Heikkilä, P., Honka, A., Mach, S., Schmalfuß, F., Kaasinen, E. & Väänänen, K., 10 Oct 2018, Mindtrek 2018: Proceedings of the 22nd International Academic Mindtrek Conference. Association for Computing Machinery ACM, p. 202-211 10 p.

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

Open Access
Industrial plants
Personnel
Feedback
Monitoring
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

The potential of low-cost tests for decision support in neurodegenerative diseases

van Gils, M., Mahdiani, S., Pärkkä, J. & Lötjönen, J., 6 Jun 2018, 8th Kuopio Alzheimer Symposium: From translational research to biomarkers, treatment and prevention strategies. Malm, T. (ed.). University of Eastern Finland, p. 34 1 p. (Reports and Studies in Health Sciences; No. 26).

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

Open Access
Gait
Neurodegenerative Diseases
Dementia
Video Games
Costs and Cost Analysis

User centric noise source ranking

Antila, M., Lamula, L., Kataja, J., Isomoisio, H. & Rantala, S., 2018, Euronoise 2018 - Conference Proceedings. p. 869-876 (Euronoise Proceedings).

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

Open Access
Mining equipment
Source separation
Acoustic noise
Machinery
Time series
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

Advancing Open Innovation in Data-Driven Preventive Healthcare

Iivari, M., Pikkarainen, M., Ylén, P., Francis Gomes, J. & Ranta, J., 2017.

Research output: Contribution to conferenceConference articleScientificpeer-review

Open Access
Accelerometry
Dermatoglyphics
Self Efficacy
Focus Groups
Health Care Costs

Business models as dynamic capability for ecosystemic symbiosis

Francis Gomes, J., Iivari, M., Pikkarainen, M. & Ahokangas, P., 2017. 6 p.

Research output: Contribution to conferenceConference articleScientificpeer-review

Business Models for Platform Operators in the Field of Human-centered Personal Data Management

Kemppainen, L., Pikkarainen, M. & Koivumäki, T., 2017.

Research output: Contribution to conferenceConference articleScientificpeer-review

2 Citations (Scopus)

Cohort description for MADDEC: Mass data in detection and prevention of serious adverse events in cardiovascular disease

Hernesniemi, J., Mahdiani, S., Lyytikäinen, L-P., Lehtimäki, T., Eskola, M., Nikus, K., Antila, K. & Oksala, N., 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. 1113-1116 4 p. (IFMBE Proceedings, Vol. 65).

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

Patient monitoring
Signal analysis
Risk analysis
Health care
Mobile devices
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

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

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

1 Citation (Scopus)

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
8 Citations (Scopus)
flakes
Mastication
foams
Starch
mouth
1 Citation (Scopus)

Engaging Patients, Empowering Doctors in Digitalization of Healthcare: Rich Data in Policy Decision-Making

Iivari, M., Gomes, J., Pikkarainen, M., Häikiö, J. & Ylén, P., 1 Jan 2017, Proceedings of the ISPIM 2017. Klimenko, S., Huang, Z., Wang, H., Zhang, Y., Aickelin, U., Zhou, R. & Siuly, S. (eds.). International Society for Professional Innovation Management ISPIM, p. 40-44 5 p. (Lecture Notes in Computer Science, Vol. 10594 LNCS).

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

Data privacy
Data visualization
Healthcare
Decision making
Decision Making

Finnish Digital Health and Wellness Industry: Actors, IPR Portfolio and Kalewa Ecosystem

Ahola, J., Ermes, M., Korhonen, I., Metsäkoivu, R. & Ruohomäki, I., 2017, VTT Technical Research Centre of Finland. 94 p. (VTT Technology; No. 319).

Research output: Book/ReportReport

Open Access
Industry
Ecosystem
Health
Consumer demand
Small and medium-sized enterprises
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

Gait as predictor of dementia

Pärkkä, J., Mahdiani, S., Bruun, M., Baroni, M., Rhodius-Meester, H., Herukka, S-K., van Gils, M., Hasselbalch, S., Mecocci, P., van der Flier, W., Remes, A., Soininen, H. & Lötjönen, J., 2017.

Research output: Contribution to conferenceConference AbstractScientific

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
8 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

How MyData is Transforming the Business Models for Health Insurance Companies

Iivari, M., Pikkarainen, M. & Koivumäki, T., 2017, Collaboration in a Data-Rich World: PRO-VE 2017. Afsarmanesh, H., Camarinha-Matos, L. M. & Fornasiero, R. (eds.). Springer, p. 323-332 10 p. (IFIP Advances in Information and Communication Technology, Vol. 506).

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

Business model
Health insurance
Insurance companies
Empirical study
Ecosystem

Kaatumisriskin arviointi ja kaatumisten ennaltaehkäisy

Translated title of the contribution: Prevention of falls of older peopleImmonen, M. & Similä, H., 2017, Ikääntyminen ja teknologia. Leikas, J. (ed.). VTT Technical Research Centre of Finland, p. 154-158 5 p. (VTT Research Highlights; No. 14).

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

Open Access

Kokeilukulttuurista vauhtia sosiaali- ja terveyspalvelujen uudistamiseen

Harjumaa, M., Laukkanen, M-L., Leväsluoto, J., Lähteenmäki, J., Nuutinen, M. & Talja, H., 2017, Helsinki: Prime Minister's Office Finland. 9 p. (Valtioneuvoston selvitys- ja tutkimustoiminnan julkaisusarja, Vol. 5).

Research output: Book/ReportReport

Open Access
Data storage equipment

Lohkoketjuteknologia avaa uusia mahdollisuuksia terveyden ja hyvinvoinnin edistämiseen

Lähteenmäki, J., Salonen, J., Korhonen, H., Ylén, P., Halunen, K. & Vallivaara, V., 29 Nov 2017, Helsinki: Prime Minister's Office Finland. 9 p. (Valtioneuvoston selvitys- ja tutkimustoiminnan artikkelisarja: Policy Brief; No. 18/2017).

Research output: Book/ReportReport

Open Access

Managing heterogeneous data in the HEALS project

Cluitmans, L. J. M., 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. 274-277 4 p. (IFMBE Proceedings, Vol. 65).

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

Hybrid systems
Access control
Satellites

Muistisairaiden henkilöiden teknologia-avusteinen itsenäinen kotona-asuminen ja turvallisuudentunteen tukeminen

Translated title of the contribution: Supporting the feeling of safety of memory ill people with the help of technologyImmonen, M., Kaartinen, J., Leikas, J., Kulju, M. & Sachinopoulou, A., 2017, Ikääntyminen ja teknologia. VTT Technical Research Centre of Finland, p. 148-153 (VTT Research Highlights; No. 14).

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

Open Access
EU
work satisfaction
accident prevention
sociocultural factors
participation

New measurement methods for early detection of cognitive decline

Mahdiani, S., Pärkkä, J., van Gils, M. & Lötjönen, J., 2017, Ikääntyminen ja teknologia. Leikas, J. (ed.). Helsinki: VTT Technical Research Centre of Finland, p. 12-17 (VTT Research Highlights; No. 14).

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

Open Access
Dementia
Gait
Biomarkers
Costs and Cost Analysis
Cognitive Dysfunction

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
1 Citation (Scopus)

Pre-commercial procurement of personal health services: Interoperability considerations

Lähteenmäki, J., Leppänen, J., Sachinopoulou, A., Mathieu, J. P., Alessandrello, R. & Ikävalko, S., 1 Jan 2017, Proceedings of the International Conference on E-Health, EH 2017 - Part of the Multi Conference on Computer Science and Information Systems 2017. Macedo, M. & Rodrigues, L. (eds.). p. 79-86 8 p.

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

Open Access
Personal Health Services
Personal Health Records
Technology
Electronic Health Records
European Union

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

Service architecture for gastric cancer screening

Lähteenmäki, J., Leppänen, J., Pajukanta, J., Kortelainen, J. M. & Launonen, R., 2017, Proceedings of the International Conference on E-Health. p. 140-144

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

Open Access
Early Detection of Cancer
Stomach Neoplasms
Mobile Applications
Personal Health Records
Cell Phones
Open Access

Success factors for futures connected health business ecosystems: Business model as a unit of analysis

Francis Gomes, J., Ahokangas, P. & Pikkarainen, M., 2017, Proceedings of the 19th International Conference on Business Model Innovation: ICBMI .

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

System dynamics-modelling as a tool to foster innovation orchestration in the context of data-driven policy making

Pikkarainen, M., Iivari, M., Francis Gomes, J., Ylén, P., Ranta, J. & Hurmelinna-Laukkanen, P., 2017, Proceedings of the ISPIM Innovation Summit . International Society for Professional Innovation Management ISPIM

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