Research output per year
Research output per year
Research output
- 1 - 50 out of 96 results
Search results
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2025
Association of ceramide risk scores with rheumatoid arthritis: a FINRISK population-based cohort study
Shoghli, M., Sinisalo, J., Lokki, A. I., Lääperi, M., Lokki, M. L., Hilvo, M., Jylhä, A., Tuomilehto, J. & Laaksonen, R., 12 Mar 2025, In: BMJ Open. 15, 3, e090486.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Ceramide and phosphatidylcholine lipids-based risk score predicts major cardiovascular outcomes in patients with heart failure
Witoslawska, A., Meessen, J. M. T. A., Hilvo, M., Jylhä, A., Zannad, F., Cerrato, M., Rossignol, P., Novelli, D., Duarte, K., Targher, G., Latini, R., Girerd, N. & Laaksonen, R., Mar 2025, In: European Journal of Clinical Investigation. 55, 3, p. e14359 e14359.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Classification of Mycena and Marasmius Species Using Deep Learning Models: An Ecological and Taxonomic Approach
Ekinci, F., Ugurlu, G., Ozcan, G. S., Acici, K., Asuroglu, T., Kumru, E., Guzel, M. S. & Akata, I., 7 Mar 2025, In: Sensors. 25, 6, 1642.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Federated transfer learning for distributed drought stage prediction
Raza, M. O., Umar, A., Rasheed, J., Asuroglu, T. & Alsubai, S., Dec 2025, In: Discover Artificial Intelligence. 5, 1, 55.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Optimizing Artificial Neural Networks Using Mountain Gazelle Optimizer
Karabiyik, M. A., Turkoglu, B. & Asuroglu, T., 27 Mar 2025, In: IEEE Access. 13, p. 50464-50479Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
2024
Advancing Crayfish Disease Detection: A Comparative Study of Deep Learning and Canonical Machine Learning Techniques
Atilkan, Y., Kirik, B., Açici, K., Benzer, R., Ekinci, F., Guzel, M. S., Benzer, S. & Asuroglu, T., 17 Jul 2024, In: Applied Sciences. 14, 14, 6211.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
A Novel Diversity Guided Galactic Swarm Optimization With Feedback Mechanism
Uymaz, O., Turkoglu, B., Kaya, E. & Asuroglu, T., 5 Aug 2024, In: IEEE Access. 12, p. 108154-108175 22 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access3 Citations (Scopus) -
Artificial Intelligence in Biomaterials: A Comprehensive Review
GÖKÇEKUYU, Y., Ekinci, F., Guzel, M., Açıcı, K., AYDIN, S. & Asuroglu, T., Aug 2024, In: Applied Sciences. 14, 15, 6590.Research output: Contribution to journal › Review Article › peer-review
Open Access11 Citations (Scopus) -
Challenges and needs in cerebrovascular disease pathway: A qualitative descriptive study from the patients' and healthcare professionals' perspectives
Härkönen, H., Myllykangas, K., Gomes, J., Immonen, M., Kärppä, M., Hyvämäki, P. & Jansson, M., Sept 2024, In: Journal of Advanced Nursing. 80, 9, p. 3767-3780Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Comparative Analysis of Deep Learning Methods on CT Images for Lung Cancer Specification
Kalkan, M., Guzel, M. S., Ekinci, F., Sezer, E. A. & Asuroglu, T., 28 Sept 2024, In: Cancers. 16, 19, 3321.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access2 Citations (Scopus) -
Comparison of X-Ray Absorption in Mandibular Tissues and Tissue-Equivalent Polymeric Materials Using PHITS Monte Carlo Simulations
Gokcekuyu, Y., Ekinci, F., Buyuksungur, A., Guzel, M. S., Acici, K. & Asuroglu, T., 24 Nov 2024, In: Applied Sciences. 14, 23, 10879.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access1 Citation (Scopus) -
Deep Learning-Based Classification of Macrofungi: Comparative Analysis of Advanced Models for Accurate Fungi Identification
Ozsari, S., Kumru, E., Ekinci, F., Akata, I., Guzel, M. S., Acici, K., Ozcan, E. & Asuroglu, T., 9 Nov 2024, In: Sensors. 24, 22, 7189.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access4 Citations (Scopus) -
Development of a New Non-Destructive Analysis Method in Cultural Heritage with Artificial Intelligence
Genc, B. B., Bostanci, E., Eskici, B., Erten, H., Eryurt, B. C., Acici, K., Ketenoglu, D. & Asuroglu, T., 14 Oct 2024, In: Electronics. 13, 20, 4039.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Early Prediction of Memory Disorders Using Primary Healthcare and Social Services Data
Sourkatti, H., Asuroglu, T., Alahäivälä, A., Tolppanen, A.-M. & Ihalainen, J., 5 May 2024, Digital Health and Wireless Solutions: First Nordic Conference, NCDHWS 2024. Springer, Vol. II. p. 500-502 (Communications in Computer and Information Science, Vol. 2084).Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Scientific
Open Access -
Exploring Blockchain for Nuclear Material Tracking: A Scoping Review and Innovative Model Proposal
Ecemis, I. N., Ekinci, F., Acici, K., Guzel, M. S., Medeni, I. T. & Asuroglu, T., 19 Jun 2024, In: Energies. 17, (12), 27 p., 3028.Research output: Contribution to journal › Review Article › peer-review
Open Access2 Citations (Scopus) -
Getting ready for the European Health Data Space (EHDS): IDERHA's plan to align with the latest EHDS requirements for the secondary use of health data: [version 1; peer review: 3 approved, 1 approved with reservations]
Hussein, R., Balaur, I., Burmann, A., Ćwiek-Kupczyńska, H., Gadiya, Y., Ghosh, S., Jayathissa, P., Katsch, F., Kremer, A., Lähteenmäki, J., Meng, Z., Morasek, K., C. Rancourt, R., Satagopam, V., Sauermann, S., Scheider, S., Stamm, T., Muehlendyck, C. & Gribbon, P., 2024, In: Open Research Europe. 4, 160.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access4 Citations (Scopus) -
Influencing Factors in Digital Health Intervention Uptake: The Interplay of Education, Lifestyle, and Digital Literacy
Ruotsalainen, I., Valtanen, M., Kärsämä, R., Umer, A., Parikka, S., Lundqvist, A. & Lindström, J., 5 May 2024, Digital Health and Wireless Solutions: First Nordic Conference, NCDHWS 2024. Springer, Vol. I. p. 322–332 (Communications in Computer and Information Science, Vol. 2083).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Investigation of different ML approaches in classification of emotions induced by acute stress
Sourkatti, H., Pettersson, K., Van der sanden, B., Lindholm, M., Plomp, J., Määttänen, I., Henttonen, P. & Närväinen, J., 15 Jan 2024, In: Heliyon. 10, 1, e23611.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)36 Downloads (Pure) -
MAMAF-Net: Motion-aware and multi-attention fusion network for stroke diagnosis
Degerli, A., Jäkälä, P., Pajula, J., Immonen, M. & López, M. B., Sept 2024, In: Biomedical Signal Processing and Control. 95, 11 p., 106381.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile22 Downloads (Pure) -
Perspectives of Clients and Health Care Professionals on the Opportunities for Digital Health Interventions in Cerebrovascular Disease Care: Qualitative Descriptive Study
Härkönen, H., Myllykangas, K., Kärppä, M., Rasmus, K. M., Gomes, J. F., Immonen, M., Hyvämäki, P. & Jansson, M., 2024, In: Journal of Medical Internet Research. 26, 1, 17 p., e52715.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Predictive modeling for identification of older adults with high utilization of health and social services
Sourkatti, H., Pajula, J., Keski-Kuha, T., Koivisto, J., Hilvo, M. & Lähteenmäki, J., Mar 2024, In: Scandinavian Journal of Primary Health Care. 42, 4, p. 609-616 8 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)3 Downloads (Pure) -
Psychiatric disorders from EEG signals through deep learning models
Ahmed, Z., Wali, A., Shahid, S., Zikria, S., Rasheed, J. & Asuroglu, T., Dec 2024, In: IBRO Neuroscience Reports. 17, p. 300-310 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification
Zahid, M. U., Degerli, A., Sohrab, F., Kiranyaz, S., Hamid, T., Mazhar, R. & Gabbouj, M., 2024, 2024 IEEE International Conference on Image Processing, ICIP 2024 - Proceedings. IEEE Institute of Electrical and Electronic Engineers, p. 3010-3016 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
1 Citation (Scopus) -
The Future of Microreactors: Technological Advantages, Economic Challenges, and Innovative Licensing Solutions with Blockchain
Ekinci, F., Guzel, M. S., Acici, K. & Asuroglu, T., Aug 2024, In: Applied Sciences. 14, 15, 6673.Research output: Contribution to journal › Review Article › peer-review
Open Access3 Citations (Scopus) -
TWINGEN: Protocol for an observational clinical biobank recall and biomarker cohort study to identify Finnish individuals with high risk of Alzheimer's disease
Vuoksimaa, E., Saari, T. T., Aaltonen, A., Aaltonen, S., Herukka, S. K., Iso-Markku, P., Kokkola, T., Kyttälä, A., Kärkkäinen, S., Liedes, H., Ollikainen, M., Palviainen, T., Ruotsalainen, I., Toivola, A., Urjansson, M., Vasankari, T., Vähä-Ypyä, H., Forsberg, M. M., Hiltunen, M. & Jalanko, A. & 11 others, , 12 Jun 2024, In: BMJ Open. 14, 6, e081947.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access1 Citation (Scopus) -
Unsupervised Learning for Characterizing Type IV Secreted Effectors
Acici, K. & Asuroglu, T., 16 Apr 2024, 2024 4th International Conference on Applied Artificial Intelligence (ICAPAI). IEEE Institute of Electrical and Electronic Engineers, p. 1-6 6 p. 10541181Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Using Machine Learning Methods to Predict the Lactate Trend of Sepsis Patients in the ICU
Arslantas, M. K., Asuroglu, T., Arslantas, R., Pashazade, E., Dincer, P. C., Altun, G. T. & Kararmaz, A., 5 May 2024, Digital Health and Wireless Solutions : First Nordic Conference, NCDHWS 2024, Oulu, Finland, May 7–8, 2024, Proceedings, Part I. Springer, p. 3-16 (Communications in Computer and Information Science, Vol. 2084).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access1 Citation (Scopus) -
Voice Analysis in Dogs with Deep Learning: Development of a Fully Automatic Voice Analysis System for Bioacoustics Studies
Karaaslan, M., Turkoglu, B., Kaya, E. & Asuroglu, T., Dec 2024, In: Sensors. 24, 24, 7978.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access3 Citations (Scopus) -
2023
Agile and Holistic Medical Software Development: Final report of AHMED project
Lähteenmäki, J. (Editor), Ahola, P., Baraian, A., Förger, K., Granlund, T., Hopia, J., Kaikkonen, R., Mikkonen, T., Niemirepo, T., Pajula, J., Partanen, J., Pellinen, T., Stirbu, V. & Torhola, M., 13 Feb 2023, VTT Technical Research Centre of Finland. 53 p. (VTT Research Report; No. VTT-R-01079-22).Research output: Book/Report › Report
Open AccessFile476 Downloads (Pure) -
Anticipating Multisectoral Service Use with the Support of AI
Koivisto, J., Keski-Kuha, T., Lähteenmäki, J., Sourkatti, H., Kettunen, P. & Vesala, J., 22 May 2023, In: International Journal of Integrated Care. 23, S1, 1 p., 271.Research output: Contribution to journal › Other journal contribution › Scientific › peer-review
Open Access -
Associations Between Engagement with the BitHabit Digital Lifestyle Intervention and Changes in Type 2 Diabetes Risk Factors
Liedes, H., Mattila, E., Honka, A., Absetz, P., Aittola, K., Manninen, S., Lintu, N., Schwab, U., Eloranta, A. M., Umer, A., Tilles-Tirkkonen, T., Männikkö, R., Ruotsalainen, I., van Gils, M., Lindström, J., Lakka, T., Pihlajamäki, J. & Vuorinen, A.-L., 18 May 2023, Caring is Sharing – Exploiting the Value in Data for Health and Innovation. IOS Press, p. 1009-1010 (Studies in Health Technology and Informatics; No. 302).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
CYP3A4*22 May Increase Bleeding Risk in Ticagrelor Users
Liedes, H., Pajula, J., Vuorinen, A., De pretis, F., Van gils, M., Harno, K., Lehto, M., Niemi, M. & Lähteenmäki, J., Aug 2023, In: Basic and Clinical Pharmacology and Toxicology. 133, 2, p. 202-207Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Citations (Scopus)69 Downloads (Pure) -
Dietary fatty acid intake in childhood and the risk of islet autoimmunity and type 1 diabetes: The DIPP birth cohort study
Hakola, L., Vuorinen, A. L., Takkinen, H. M., Niinistö, S., Ahonen, S., Rautanen, J., Peltonen, E. J., Nevalainen, J., Ilonen, J., Toppari, J., Veijola, R., Knip, M. & Virtanen, S. M., Mar 2023, In: European Journal of Nutrition. 62, 2, p. 847-856 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access9 Citations (Scopus) -
Monialaisen palvelukäytön ennakointi tekoälyn avulla: Kehittämisen perusteita ja suuntaviivoja
Koivisto, J., Keski-Kuha, T., Lähteenmäki, J., Sourkatti, H., Pajula, J., Antikainen, E., Kettunen, P., Vesala, J., Rankka, V. & Riekkinen, J., 15 Nov 2023, Terveyden ja hyvinvoinnin laitos. 89 p. (Ohjaus; No. 15/2023).Research output: Book/Report › Report
Open Access -
Monte Carlo Simulation of TRIM Algorithm in Ceramic Biomaterial in Proton Therapy
Ekinci, F., Asuroglu, T. & Acici, K., 5 Jul 2023, In: Materials. 16, 13, 4833.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access4 Citations (Scopus) -
Pharmacogenetics of warfarin and healthcare costs – Real-world data analysis
Lähteenmäki, J., Vuorinen, A.-L., Lehto, M., Niemi, M. & Forsberg, M., Mar 2023, In: Pharmacoepidemiology and Drug Safety. 32, 3, p. 382-386Research output: Contribution to journal › Article › Scientific › peer-review
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Prediction and Monitoring of Progression of Alzheimer’s Disease: Multivariable approaches for decision support
Liedes, H., 17 Feb 2023, University of Tampere. 118 p.Research output: Thesis › Dissertation › Collection of Articles
Open Access -
Tekoälypohjaisten ennustemallien kehittäminen
Lähteenmäki, J., 28 Nov 2023, p. 15-26.Research output: Contribution to conference › Other conference contribution › Professional
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The Novel Ceramide- and Phosphatidylcholine-Based Risk Score for the Prediction of New-Onset of Hypertension
Shoghli, M., Lokki, A. I., Lääperi, M., Sinisalo, J., Lokki, M.-L., Hilvo, M., Jylhä, A., Tuomilehto, J. & Laaksonen, R., 6 Dec 2023, In: Journal of Clinical Medicine. 12, 24, 7524.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access4 Citations (Scopus) -
Use case: real world data for anticipatory elderly services
Lähteenmäki, J., 14 Nov 2023. 8 p.Research output: Contribution to conference › Other conference contribution › Professional
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Using health and social data to enable anticipatory elderly services
Lähteenmäki, J., 13 Jun 2023.Research output: Contribution to conference › Other conference contribution › Professional
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2022
A Comprehensive User Modeling Framework and a Recommender System for Personalizing Well-Being Related Behavior Change Interventions: Development and Evaluation
Honka, A. M., Nieminen, H., Similä, H., Kaartinen, J. & van Gils, M., 2022, In: IEEE Access. 10, p. 116766-116783Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Citations (Scopus)118 Downloads (Pure) -
Association between CES1 rs2244613 and the pharmacokinetics and safety of dabigatran: Meta-analysis and quantitative trait loci analysis
Li, H., Zhang, Z., Weng, H., Qiu, Y., Zubiaur, P., Zhang, Y., Fan, G., Yang, P., Vuorinen, A.-L., Zuo, X., Zhai, Z. & Wang, C., 4 Aug 2022, In: Frontiers in Cardiovascular Medicine. 9, 14 p., 59916.Research output: Contribution to journal › Review Article › peer-review
Open Access8 Citations (Scopus) -
A Technology-Assisted Telephone Intervention for Work-Related Stress Management: Pilot Randomized Controlled Trial
Muuraiskangas, S. T., Honka, A. M., Junno, U. M., Nieminen, H. O. & Kaartinen, J. K., 13 Jul 2022, In: Journal of Medical Internet Research. 24, 7, e26569.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)60 Downloads (Pure) -
Automatic Segmentation Algorithms Improve the Efficiency and Inter-Observer Agreement of Gross Target Volumes Contours
Czeizler, E., Pajula, J., Pölönen, H., Antila, K., Lehtio, K., Lehto, J., Tiulpin, A., Maslowski, A., Hakala, M., Kuusela, E. & Bush, K., 2022. 1 p.Research output: Contribution to conference › Conference Abstract › Scientific › peer-review
Open Access -
Care Pathway as the Basis for Collaborative Business Model Innovation in Healthcare
Gomes, J. F., Iivari, M., Koivumäki, T., Immonen, M., Jansson, M., Pikkarainen, M., Rasmus, K. & Xu, Y., 2022, Collaborative Networks in Digitalization and Society 5.0: 23rd IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2022, Proceedings. Camarinha-Matos, L. M., Ortiz, A., Boucher, X. & Osório, A. L. (eds.). Springer, p. 337-347 (IFIP Advances in Information and Communication Technology, Vol. 662 IFIP).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Development of medical applications based on AI models and register data – regulatory considerations
Lähteenmäki, J., Pajula, J. & Antikainen, E., 24 Aug 2022, Proceedings of the 18th Scandinavian Conference on Health Informatics (SHI 2022). Henriksen, A., Gabarron, E. & Vimarlund, V. (eds.). Linköping University Electronic Press, p. 141-146 6 p. (Linköping Electronic Conference Proceedings; No. 187).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Digital Twins About Humans - Design Objectives From Three Projects
Bomström, H., Annanperä, E., Kelanti, M., Xu, Y., Mäkelä, S.-M., Immonen, M., Siirtola, P., Teern, A., Liukkunen, K. & Päivärinta, T., Oct 2022, In: Journal of Computing and Information Science in Engineering. 22, 5, 6 p., 050907.Research output: Contribution to journal › Article › Scientific › peer-review
15 Citations (Scopus) -
Erratum: Meaningful Big Data Integration for a Global COVID-19 Strategy (IEEE Computational Intelligence Magazine DOI: 10.1109/MCI.2020.3019898)
Pajula, J., Umer, A. & et al., 1 Feb 2022, In: IEEE Computational Intelligence Magazine. 17, 1, p. 115-115 1 p.Research output: Contribution to journal › Other journal contribution › Scientific
Open Access -
Kotibotti-esiselvitys: puhebottien mahdollisuudet ikääntyvien digitaalisissa palveluissa
Kaartinen, J. & Kulju, M., 16 Sept 2022, VTT Technical Research Centre of Finland. 45 p. (VTT Tutkimusraportti; No. VTT-R-00591-22).Research output: Book/Report › Report
Open AccessFile747 Downloads (Pure)