Elina Kontio

16 papers Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
The MICCAI Federated Tumor Segmentation (FeTS) Challenge 2024: Efficient and Robust Aggregation Methods for Federated Learning.
CoRR
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
2025 — conf
Towards Inclusive AI System Development for Disease Risk Prediction: Collecting, Prioritising and Incorporating User Stories from Heterogeneous Stakeholders.
HCI (77)
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
2024 J jnl
Election of Collaborators via Reinforcement Learning for Federated Brain Tumor Segmentation.
CoRR
Muhammad Irfan Khan, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
2024 J jnl
Recommender Engine Driven Client Selection in Federated Brain Tumor Segmentation.
CoRR
Muhammad Irfan Khan, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
2023 J jnl
Health-Related Telemonitoring Parameters/Signals of Older Adults: An Umbrella Review.
Sensors
José Félix, Juliana Moreira, Rubim Santos, Elina Kontio, Ana Rita Pinheiro, Andreia S. P. Sousa
2023 — conf
RegAgg: A Scalable Approach for Efficient Weight Aggregation in Federated Lesion Segmentation of Brain MRIs.
FMEC
Muhammad Irfan Khan, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
2023 J jnl
Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation.
CoRR
Muhammad Irfan Khan, Mohammad Ayyaz Azeem, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
2022 — conf
Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation.
BrainLes@MICCAI (2)
Muhammad Irfan Khan, Mohammad Ayyaz Azeem, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan, Mojtaba Jafaritadi
2021 — conf
Adaptive Weight Aggregation in Federated Learning for Brain Tumor Segmentation.
BrainLes@MICCAI (2)
Muhammad Irfan Khan, Mojtaba Jafaritadi, Esa Alhoniemi, Elina Kontio, Suleiman A. Khan
2020 — conf
Concurrent Research and Decentralized Decision Making as an Accelerator from Idea to Business - Case Turku Finland.
AHFE (9)
Tero Reunanen, Elina Kontio, Janne Lahtiranta
2014 J jnl
Enterprise Resource Planning Systems in Healthcare: A Qualitative Review.
Int. J. Inf. Syst. Serv. Sect.
Elina Kontio, Heljä Lundgrén-Laine, Juha Kontio, Heikki Korvenranta, Sanna Salanterä
2014 — conf
Experiences on Telemedicine Solutions for Diabetes Care - Case eMedic Project.
WIS
Elina Kontio, Ursula Hyrkkänen, Teppo Saarenpää
2014 J jnl
Predicting patient acuity from electronic patient records.
J. Biomed. Informatics
Elina Kontio, Antti Airola, Tapio Pahikkala, Heljä Lundgrén-Laine, Kristiina Junttila, Heikki Korvenranta, Tapio Salakoski, Sanna Salanterä
2013 J jnl
National survey focusing on the crucial information needs of intensive care charge nurses and intensivists: same goal, different demands.
BMC Medical Informatics Decis. Mak.
Heljä Lundgrén-Laine, Elina Kontio, Tommi Kauko, Heikki Korvenranta, Jari Forsström, Sanna Salanterä
2009 — conf
Intensive Care Admission and Discharge - Critical Decision-Making Points.
Nursing Informatics
Heljä Lundgrén-Laine, Hanna Suominen, Elina Kontio, Sanna Salanterä
2009 — conf
Key Elements of Successful Care Process of Patients with Heart Symptoms in an Emergency Care - Could an ERP System Help?
Nursing Informatics
Elina Kontio, Heikki Korvenranta, Heljä Lundgrén-Laine, Sanna Salanterä