Author

Elina Kontio

Observed names: ELINA KONTIO, Kontio Elina, Kontio, Elina

Institution: Turku University of Applied Sciences

Observed institutions: University of Turku, Turku University of Applied Sciences, Turku University Hospital

ORCID: 0000-0002-0606-0106

Observed ORCID: 0000-0002-0606-0106

OpenAlex ID: A5073660019

Managing daily intensive care activities: An observational study concerning ad hoc decision making of charge nurses and intensivists

2011 · Heljä Lundgrén-Laine, Elina Kontio, et al. · Critical Care · 43

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Predicting patient acuity from electronic patient records

2014 · Elina Kontio, Antti Airola, et al. · Journal of Biomedical Informatics · 37

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Adaptive Weight Aggregation in Federated Learning for Brain Tumor Segmentation

2022 · Muhammad Irfan Khan, Mojtaba Jafaritadi, et al. · Lecture notes in computer science · 25

Biomedical image analysis competitions: The state of current participation practice

2022 · Eisenmann, Matthias, Reinke, Annika, et al. · arXiv (Cornell University) · 18

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Information Utilization in Tactical Decision Making of Middle Management Health Managers

2012 · ELINA KONTIO, HELJÄ LUNDGREN-LAINE, et al. · CIN Computers Informatics Nursing · 18

Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge

2025 · Maximilian Zenk, Ujjwal Baid, et al. · Nature Communications · 16

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National survey focusing on the crucial information needs of intensive care charge nurses and intensivists: same goal, different demands

2013 · Heljä Lundgrén-Laine, Elina Kontio, et al. · BMC Medical Informatics and Decision Making · 15

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Crucial information needs of ICU charge nurses in Finland and Greece

2013 · Heljä Lundgrén‐Laine, Maria Kalafati, et al. · Nursing in Critical Care · 12

2023 · José Félix, Juliana Moreira, et al. · Sensors · 11

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A short simulated nature experience as an effective way to promote restoration from work‐related stress

2024 · Mika Koivisto, Juho Koskinen, et al. · Scandinavian Journal of Psychology · 9

Enterprise Resource Planning Systems in Healthcare

2014 · Elina Kontio, Heljä Lundgrén-Laine, et al. · International Journal of Information Systems in the Service Sector · 8

Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation

2023 · Muhammad Irfan Khan, Mohammad Ayyaz Azeem, et al. · Lecture notes in computer science · 5

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Telemedicine and eHealth in Finland: On the Way to Digitalization – from Individual TeleHealth Applications to Connected Health

2018 · Pirkko Kouri, Jarmo Reponen, et al. · Theseus (Ammattikorkeakoulujen) · 5

The MICCAI Federated Tumor Segmentation (FeTS) Challenge 2024: Efficient and Robust Aggregation Methods

2025 · Akis Linardos, Sarthak Pati, et al. · The Journal of Machine Learning for Biomedical Imaging · 4

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Critical incidents and important information in the care processes of patients with cardiac symptoms

2011 · ELINA KONTIO, HELJÄ LUNDGREN-LAINE, et al. · Journal of Nursing Management · 4

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Understanding wearable health technology use in older adults through social and psychological factors

2026 · José Félix, Juliana Moreira, et al. · Discover Public Health · 3

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Intensive Care Admission and Discharge – Critical Decision-Making Points

2009 · Lundgrén-Laine Heljä, Suominen Hanna, et al. · Studies in health technology and informatics · 3

RegAgg: A Scalable Approach for Efficient Weight Aggregation in Federated Lesion Segmentation of Brain MRIs

2023 · Muhammad Irfan Khan, Esa Alhoniemi, et al. · International Conference on Fog and Mobile Edge Computing (FMEC) · 2

Co-creation services boosting health technology potential – the case of Turku Finland

2022 · Janne Lahtiranta, Tero Reunanen, et al. · AHFE international · 2

Concurrent Research and Decentralized Decision Making as an Accelerator from Idea to Business – Case Turku Finland

2020 · Tero Reunanen, Elina Kontio, et al. · Advances in intelligent systems and computing · 2

Experiences on Telemedicine Solutions for Diabetes Care – Case eMedic Project

2014 · Elina Kontio, Ursula Hyrkkänen, et al. · Communications in computer and information science · 2

Medical AI in the EU: Regulatory Considerations and Future Outlook

2024 · Pertti Ranttila, Golnaz Sahebi, et al. · Artificial intelligence · 1

Finnish perspective on using synthetic health data to protect privacy: the PRIVASA project

2024 · Tinja Pitkämäki, Tapio Pahikkala, et al. · Applied Computing and Intelligence · 1

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Deep learning approaches for the cardiovascular disease diagnosis using smartphone

2022 · Abdulhamit Subasi, Elina Kontio, et al. · Elsevier eBooks · 1

Information Management for Tactical Decision-making in the Cardiac Care Process

2013 · Elina Kontio · UTUPub (University of Turku) · 1

Works count: 51

Citation count: 248

H-index: 9

I10-index: 9