Research Output 1984 2020

Article
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
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
10 Citations (Scopus)

Accelerometry-based berg balance scale score estimation

Similä, H., Mäntyjärvi, J., Merilahti, J., Lindholm, M. & Ermes, M., 2014, In : IEEE Journal of Biomedical and Health Informatics. 18, 4, p. 1114-1121

Research output: Contribution to journalArticleScientificpeer-review

Accelerometry
Gait
Accidental Falls
Walking
Young Adult
49 Citations (Scopus)

Active assistance technology reduces glycosylated hemoglobin and weight in individuals with type 2 diabetes: Results of a theory-based randomized trial

Orsama, A-L., Lähteenmäki, J., Harno, K., Kulju, M., Wintergerst, E., Schachner, H., Stenger, P., Leppänen, J., Kaijanranta, H., Salaspuro, V. & Fisher, W. A., 2013, In : Diabetes Technology and Therapeutics. 15, 8, p. 662-669 7 p.

Research output: Contribution to journalArticleScientificpeer-review

Glycosylated Hemoglobin A
Type 2 Diabetes Mellitus
Technology
Weights and Measures
Health Behavior
495 Citations (Scopus)

Activity classification using realistic data from wearable sensors

Pärkkä, J., Ermes, M., Korpipää, P., Mäntyjärvi, J., Peltola, J. & Korhonen, I., 2006, In : IEEE Transactions on Information Technology in Biomedicine. 10, 1, p. 119-128

Research output: Contribution to journalArticleScientificpeer-review

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
17 Citations (Scopus)

A Generic widget vocabulary for the generation of graphical and speech-driven user interfaces

Plomp, J. & Mayora-Ibarra, O., 2002, In : International Journal of Speech Technology. 5, 1, p. 39-47

Research output: Contribution to journalArticleScientificpeer-review

user interface
User interfaces
vocabulary
Graphical user interfaces
HTML
1 Citation (Scopus)

Agile medical device software development: Introducing agile practices into MDevSPICE

McCaffery, F., Lepmets, M., Trektere, K., Özcan-Top, Ö. & Pikkarainen, M., 2016, In : International Journal on Advances in Life Sciences. 8, 1-2, p. 133-142

Research output: Contribution to journalArticleScientificpeer-review

software development
Software engineering
subsystem
Software
Equipment and Supplies
3 Citations (Scopus)

A hierarchical virtual environment for a machine fault diagnostic application

Ala-Siuru, P., Takalo, J., Ensomaa, J. & Plomp, J., 1998, In : Future Generation Computer Systems. 14, 3-4, p. 179-184

Research output: Contribution to journalArticleScientific

Virtual reality
Wearable computers
Iron and steel plants

An intuitive game in an intelligent ubiquitous environment

Leikas, J., Strömberg, H., Väätänen, A. & Cluitmans, L., 2004, In : ERCIM News. 57, p. 20-21

Research output: Contribution to journalArticleProfessional

Open Access
Virtual reality
User interfaces
Human computer interaction
Display devices
Wear of materials
11 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
45 Citations (Scopus)

A practical aspect of over-rooftop multiple building forward diffraction from a low source

Zhang, W., Lähteenmäki, J. & Vainikainen, P., 1999, In : IEEE Transactions on Electromagnetic Compatibility. 41, 2, p. 115-119 5 p.

Research output: Contribution to journalArticleScientificpeer-review

Diffraction
formulations
diffraction
Polarization
Physical optics
17 Citations (Scopus)

Are breaks in daily self-weighing associated with weight gain?

Helander, E. E., Vuorinen, A-L., Wansink, B. & Korhonen, I., 2014, In : PLoS ONE. 9, 11, p. e113164 e113164.

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Weighing
Weight Gain
weight gain
Weights and Measures
health promotion
51 Citations (Scopus)

Assimilation of agile practices in use

Xiaofeng, W., Kieran, C. & Pikkarainen, M., 2012, In : Information Systems Journal. 22, 6, p. 435-455 21 p.

Research output: Contribution to journalArticleScientificpeer-review

Innovation
Software engineering
Information systems
Lead
Industry
39 Citations (Scopus)

Automatic feature selection for context recognition in mobile devices

Könönen, V., Mäntyjärvi, J., Similä, H., Pärkkä, J. & Ermes, M., 2010, In : Pervasive and Mobile Computing. 6, 2, p. 181-197

Research output: Contribution to journalArticleScientificpeer-review

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
6 Citations (Scopus)

Automatic segmentation for detecting uterine fibroid regions treated with MR-guided high intensity focused ultrasound (MR-HIFU)

Antila, K., Nieminen, H. J., Sequeiros, R. B. & Ehnholm, G., 2014, In : Medical Physics. 41, 7, 073502.

Research output: Contribution to journalArticleScientificpeer-review

Leiomyoma
Infertility
Necrosis
Therapeutics
Hand

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
Exercise Therapy
Exercise
Equipment and Supplies
Coronary Artery Disease
Electrocardiography

Business challenges of SMEs providing ICT-solutions for wellness and healthcare domains

Jaring, P., Pikkarainen, M. & Koivumäki, T., 2013, In : Journal of Business Market Management. 6, 1, p. 38-55 18 p.

Research output: Contribution to journalArticleScientificpeer-review

Small and medium-sized enterprises
Information and communication technology
Healthcare
Elderly people
Guarantee
9 Citations (Scopus)

Challenges and industry practices for managing software variability in small and medium sized enterprises

Ihme, T., Pikkarainen, M., Teppola, S., Kääriäinen, J. & Biot, O., 2014, In : Empirical Software Engineering. 19, 4, p. 1144-1168

Research output: Contribution to journalArticleScientificpeer-review

Industry
Automation
Productivity
Decision making
Testing
11 Citations (Scopus)
Innovation
Industry
Open innovation
Business-to-business market
Service provider
57 Citations (Scopus)

Circadian activity rhythm in demented and non-demented nursing-home residents measured by telemetric actigraphy

Paavilainen, P., Korhonen, I., Lötjönen, J., Cluitmans, L., Jylhä, M., Partinen, M. & Särelä, A., 2005, In : Journal of Sleep Research. 14, 1, p. 61 - 68 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Actigraphy
Circadian Rhythm
Nursing Homes
Sleep
Aptitude
30 Citations (Scopus)

Comparison of seven different anesthesia protocols for nicotine pharmacologic magnetic resonance imaging in rat

Paasonen, J., Salo, R. A., Shatillo, A., Forsberg, M. M., Närväinen, J., Huttunen, J. K. & Gröhn, O., 2016, In : European Neuropsychopharmacology. 26, 3, p. 518-531

Research output: Contribution to journalArticleScientificpeer-review

Urethane
Nicotine
Cerebrovascular Circulation
Anesthesia
Magnetic Resonance Imaging
37 Citations (Scopus)

Compliance and technical feasibility of long-term health monitoring with wearable and ambient technologies

Merilahti, J., Pärkkä, J., Antila, K., Paavilainen, P., Mattila, E., Malm, E-J., Saarinen, A. & Korhonen, I., 2009, In : Journal of Telemedicine and Telecare. 15, 6, p. 302-309

Research output: Contribution to journalArticleScientificpeer-review

Compliance
Assisted Living Facilities
Technology
Vocational Rehabilitation
Health
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
1 Citation (Scopus)

Considerations for synchronization in body area networks for human activity monitoring

Plomp, J., Heiskanen, M., Hillukkala, M., Heikkilä, T., Rehu, J., Lambert, N., van Acht, V. & Ahola, T., 2011, In : International Journal of Wireless Information Networks. 18, 4, p. 280-294 15 p.

Research output: Contribution to journalArticleScientificpeer-review

Synchronization
Monitoring
Bluetooth
Fusion reactions
Sensors

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

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

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

Coverage prediction methods and tools for radio systems

Lähteenmäki, J., 1999, In : VTT Information Technology. Research News. January, 4.

Research output: Contribution to journalArticleProfessional

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

DECIPHER PCP : an innovative cross-border procurement to increase care delivery efficiency

Sachinopoulou, A., Ikävalko, S., Lähteenmäki, J. & Alessandrello, R., 2015, In : European Journal of Public Health. 25, Suppl. 3

Research output: Contribution to journalArticleScientificpeer-review

Episode of Care
Personal Health Records
Needs Assessment
Privacy
Patient Care
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)

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
456 Citations (Scopus)

Detection of daily activities and sports with wearable sensors in controlled and uncontrolled conditions

Ermes, M., Pärkkä, J., Mäntyjärvi, J. & Korhonen, I., 2008, In : IEEE Transactions on Information Technology in Biomedicine. 12, 1, p. 20-26

Research output: Contribution to journalArticleScientificpeer-review

Sports
Walking
Life Style
Classifiers
Exercise equipment
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

Development governance of hardware-dependent mobile software

Ihme, T. & Pikkarainen, M., 2010, In : International Journal of Software Engineering and Computing. 2, 2, p. 57-73 17 p.

Research output: Contribution to journalArticleScientificpeer-review

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

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

45 Citations (Scopus)

Differential diagnosis of neurodegenerative diseases using structural MRI data

Koikkalainen, J., Rhodius-Meester, H., Tolonen, A., Barkhof, F., Tijms, B., Lemstra, A. W., Tong, T., Guerrero, R., Schuh, A., Ledig, C., Rueckert, D., Soininen, H., Remes, A. M., Waldemar, G., Hasselbalch, S., Mecocci, P., Van Der Flier, W. & Lötjönen, J., 2016, In : NeuroImage: Clinical. 11, p. 435-449

Research output: Contribution to journalArticleScientificpeer-review

Open Access
Neurodegenerative Diseases
Differential Diagnosis
Magnetic Resonance Imaging
Dementia
Lewy Body Disease
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

Document-based service platform for telemedicine applications

Lähteenmäki, J., Leppänen, J., Kaijanranta, H., Nikus, K., Veijonen, T., Laakko, T. & Nummiaho, A., 2009, In : eHealth International. 5, 1, p. 10-17 8 p.

Research output: Contribution to journalArticleScientificpeer-review

Telemedicine
Cardiology
Interoperability
Information technology
Health care
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
11 Citations (Scopus)

Do β-Adrenergic Blockade and Sleep State Affect Cardiorespiratory Control in Neonatal Lambs? Multivariate Autoregressive Modeling Approach

Grönlund, J., Kalli, S., Siimes, A., Sydänmaa, M., Antila, K. & Välimäki, I., 1991, In : Pediatric Research. 29, 3, p. 272 - 277 6 p.

Research output: Contribution to journalArticleScientificpeer-review

Adrenergic Agents
Sleep
Heart Rate
Arterial Pressure
Respiration
8 Citations (Scopus)
flakes
Mastication
foams
Starch
mouth
21 Citations (Scopus)

Effects of wheat and rye bread structure on mastication process and bolus properties

Pentikäinen, S., Sozer, N., Närväinen, J., Ylätalo, S., Teppola, P., Jurvelin, J., Holopainen-Mantila, U., Törrönen, R., Aura, A-M. & Poutanen, K., Dec 2014, In : Food Research International. 66, p. 356-364 9 p.

Research output: Contribution to journalArticleScientificpeer-review

Mastication
Bread
mastication
rye
breads

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
61 Citations (Scopus)

Empowering citizens for well-being and chronic disease management with wellness diary

Mattila, E. M., Korhonen, I., Salminen, J. H., Ahtinen, A., Koskinen, E., Särelä, A., Pärkkä, J. & Lappalainen, R., 2010, In : IEEE Transactions on Information Technology in Biomedicine. 14, 2, p. 456-463

Research output: Contribution to journalArticleScientificpeer-review

Ensiapua videoviidakossa

Peltola, J., Jurvansuu, M., Palola, M., Korva, J., Järvinen, S., Heikkinen, A., Sachinopoulou, A., Plomp, J., Nisula, J., Hotti, T. & Rantala, J., 2003, In : Prosessori. 24, 11, p. 26-28

Research output: Contribution to journalArticleProfessional

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