Elina Kontio

According to our database, Elina Kontio authored at least 15 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

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

Akis Linardos, Sarthak Pati, Ujjwal Baid, Brandon Edwards, Patrick Foley, Kevin Ta, Verena Chung, Micah Sheller, Muhammad Irfan Khan, Mojtaba Jafaritadi, Elina Kontio, Suleiman A. Khan, Leon Mächler, Ivan Ezhov, Suprosanna Shit, Johannes C. Paetzold, Gustav Grimberg, Manuel Nickel, David Naccache, Vasilis Siomos, Jonathan Passerat-Palmbach, Giacomo Tarroni, Daewoon Kim, Leonard L. Klausmann, Prashant Shah, Bjoern H. Menze, Dimitrios Makris, Spyridon Bakas

CoRR, December, 2025

Towards Inclusive AI System Development for Disease Risk Prediction: Collecting, Prioritising and Incorporating User Stories from Heterogeneous Stakeholders.

Nicholas Shopland, Andrew M. Burton, David J. Brown, Mufti Mahmud, Muhammad Arifur Rahman, David R. Baldwin, Antti Airola, Tapio Pahikkala, Elina Kontio, Jussi Salmi, Carlos Alexandre Nunes Ferreira, Tânia Pereira, Hélder Filipe Oliveira, Almudena Maceda Garcia, Christos Chatzichristos

Proceedings of the HCI International 2025 - Late Breaking Papers, 2025

2024

Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation.

Muhammad Irfan Khan, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi

CoRR, 2024

Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation.

Muhammad Irfan Khan, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi

CoRR, 2024

2023

Health-Related Telemonitoring Parameters/Signals of Older Adults: An Umbrella Review.

José Félix, Juliana Moreira, Rubim Santos, Elina Kontio, Ana Rita Pinheiro, Andreia S. P. Sousa

Sensors, January, 2023

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

Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi

Proceedings of the Eighth International Conference on Fog and Mobile Edge Computing, 2023

2022

Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation.

Muhammad Irfan Khan, Mohammad Ayyaz Azeem, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022

2021

Adaptive Weight Aggregation in Federated Learning for Brain Tumor Segmentation.

Muhammad Irfan Khan, Mojtaba Jafaritadi, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2021

2020

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

Tero Reunanen, Elina Kontio, Janne Lahtiranta

Proceedings of the Advances in Human Factors, Business Management and Leadership, 2020

2014

Predicting patient acuity from electronic patient records.

Elina Kontio, Antti Airola, Tapio Pahikkala, Heljä Lundgrén-Laine, Kristiina Junttila, Heikki Korvenranta, Tapio Salakoski, Sanna Salanterä

J. Biomed. Informatics, 2014

Enterprise Resource Planning Systems in Healthcare: A Qualitative Review.

Elina Kontio, Heljä Lundgrén-Laine, Juha Kontio, Heikki Korvenranta, Sanna Salanterä

Int. J. Inf. Syst. Serv. Sect., 2014

Experiences on Telemedicine Solutions for Diabetes Care - Case eMedic Project.

Elina Kontio, Ursula Hyrkkänen, Teppo Saarenpää

Proceedings of the Safe and Secure Cities, 2014

2013

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

Heljä Lundgrén-Laine, Elina Kontio, Tommi Kauko, Heikki Korvenranta, Jari Forsström, Sanna Salanterä

BMC Medical Informatics Decis. Mak., 2013

2009

Intensive Care Admission and Discharge - Critical Decision-Making Points.

Heljä Lundgrén-Laine, Hanna Suominen, Elina Kontio, Sanna Salanterä

Proceedings of the Connecting Health and Humans - Proceedings of NI2009, The 10th International Congress on Nursing Informatics, 28 June, 2009

Key Elements of Successful Care Process of Patients with Heart Symptoms in an Emergency Care - Could an ERP System Help?

Elina Kontio, Heikki Korvenranta, Heljä Lundgrén-Laine, Sanna Salanterä

Proceedings of the Connecting Health and Humans - Proceedings of NI2009, The 10th International Congress on Nursing Informatics, 28 June, 2009