Oona Rainio - UTU Research Portal

Oona Rainio

- Docent,
Department of Mathematics and Statistics (Faculty of Science)
- University Teacher,
Institute of Biomedicine (Faculty of Medicine)
- ,
Turku PET Centre (Independent units)

oona.r.rainio@utu.fi

Publications

2 of 5

New 3D segmentation algorithm for modeling of kidney in positron emission tomography images (2025)
- Network Modeling Analysis in Health Informatics and Bioinformatics
Rainio, Oona; Latva-Rasku, Aino; Hirvonen, Jussi; Knuuti, Juhani; Klén, Riku
(A1 Refereed original research article in a scientific journal)
New compartment model for hepatic blood flow quantification in humans from 15O-water PET images (2025)
- European Journal of Nuclear Medicine and Molecular Imaging
Rainio, Oona; Knuuti, Juhani; Klén, Riku
(A1 Refereed original research article in a scientific journal)
Pulmonary blood flow quantification in humans from 15O-water PET (2025)
- Annals of Nuclear Medicine
Rainio, Oona; Kärpijoki, Henri; Knuuti, Juhani; Klén, Riku
(A1 Refereed original research article in a scientific journal)
Quantitative evaluation of unsupervised clustering algorithms for dynamic total-body PET image analysis (2025)
- Journal of Medical Engineering and Technology
Rainio, Oona; Jaakkola, Maria K.; Klén, Riku
(A1 Refereed original research article in a scientific journal)
AI for the prediction of early stages of Alzheimer's disease from neuroimaging biomarkers : A narrative review of a growing field (2024)
- Neurological Sciences
Rudroff, Thorsten; Rainio, Oona; Klén, Riku
(A2 Refereed review article in a scientific journal )
Collinearity of points on Poincaré unit disk and Riemann sphere (2024)
- Publicationes Mathematicae Debrecen
Fujimura, Masayo; Rainio, Oona; Vuorinen, Matti
(A1 Refereed original research article in a scientific journal)
Comparison of simple augmentation transformations for a convolutional neural network classifying medical images (2024)
- Signal, Image and Video Processing
Rainio, Oona; Klen, Riku
(A1 Refereed original research article in a scientific journal)
Comparison of thresholds for a convolutional neural network classifying medical images (2024)
- International journal of data science and analytics
Rainio, Oona; Tamminen, Jonne; Venäläinen, Mikko S.; Liedes, Joonas; Knuuti, Juhani; Kemppainen, Jukka; Klén, Riku
(A1 Refereed original research article in a scientific journal)
Conformally invariant metrics and lack of Hölder continuity (2024)
- Bulletin of the Malaysian Mathematical Sciences Society
Kargar, Rahim; Rainio, Oona
(A1 Refereed original research article in a scientific journal)
Evaluation metrics and statistical tests for machine learning (2024)
- Scientific Reports
Rainio, Oona; Teuho, Jarmo; Klén, Riku
(A1 Refereed original research article in a scientific journal)