Oona Rainio

17 papers Journal 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparison of thresholds for a convolutional neural network classifying medical images.
Int. J. Data Sci. Anal.
Oona Rainio, Jonne Tamminen, Mikko S. Venäläinen, Joonas Liedes, Juhani Knuuti, Jukka Kemppainen, Riku Klén
2025 J jnl
Convolutional neural networks for tumor segmentation by cancer type and imaging modality: a systematic review.
Netw. Model. Anal. Health Informatics Bioinform.
Oona Rainio, Riku Klén
2025 J jnl
Fast capacity computation for maze-like configurations.
CoRR
Harri Hakula, Oona Rainio, Matti Vuorinen
2025 J jnl
Investigation of total-body applicable compartment models for kinetic modeling in total body
Netw. Model. Anal. Health Informatics Bioinform.
Oona Rainio, Juhani Knuuti, Riku Klén
2025 J jnl
Methods for estimating full width at half maximum.
Signal Image Video Process.
Oona Rainio, Johanna Hällilä, Jarmo Teuho, Riku Klén
2025 J jnl
New 3D segmentation algorithm for modeling of kidney in positron emission tomography images.
Netw. Model. Anal. Health Informatics Bioinform.
Oona Rainio, Aino Latva-Rasku, Jussi Hirvonen, Juhani Knuuti, Riku Klén
2025 J jnl
Quantitative evaluation of unsupervised clustering algorithms for dynamic total-body PET image analysis.
CoRR
Oona Rainio, Maria K. Jaakkola, Riku Klén
2024 J jnl
AI for the prediction of early stages of Alzheimer's disease from neuroimaging biomarkers - A narrative review of a growing field.
CoRR
Thorsten Rudroff, Oona Rainio, Riku Klén
2024 J jnl
Comparison of simple augmentation transformations for a convolutional neural network classifying medical images.
Signal Image Video Process.
Oona Rainio, Riku Klén
2024 J jnl
One-click annotation to improve segmentation by a convolutional neural network for PET images of head and neck cancer patients.
Netw. Model. Anal. Health Informatics Bioinform.
Oona Rainio, Joonas Liedes, Sarita Murtojärvi, Simona Malaspina, Jukka Kemppainen, Riku Klén
2023 J jnl
Carimas: An Extensive Medical Imaging Data Processing Tool for Research.
J. Digit. Imaging
Oona Rainio, Chunlei Han, Jarmo Teuho, Sergey V. Nesterov, Vesa Oikonen, Sauli Piirola, Timo Laitinen, Marko Tättäläinen, Juhani Knuuti, Riku Klén
2023 J jnl
Image augmentation with conformal mappings for a convolutional neural network.
Comput. Appl. Math.
Oona Rainio, Mohamed M. S. Nasser, Matti Vuorinen, Riku Klén
2022 J jnl
Condenser capacity and hyperbolic perimeter.
Comput. Math. Appl.
Mohamed M. S. Nasser, Oona Rainio, Matti Vuorinen
2022 J jnl
Image augmentation with conformal mappings for a convolutional neural network.
CoRR
Oona Rainio, Mohamed M. S. Nasser, Matti Vuorinen, Riku Klén
2022 J jnl
Polycircular domains, numerical conformal mappings, and moduli of quadrilaterals.
Adv. Comput. Math.
Mohamed M. S. Nasser, Oona Rainio, Antti Rasila, Matti Vuorinen, Terry Wallace, Hang Yu, Xiaohui Zhang
2021 J jnl
Circular arc polygons, numerical conformal mappings, and moduli of quadrilaterals.
CoRR
Mohamed M. S. Nasser, Oona Rainio, Antti Rasila, Matti Vuorinen, Terry Wallace, Hang Yu, Xiaohui Zhang
2021 J jnl
Condenser capacity and hyperbolic perimeter.
CoRR
Mohamed M. S. Nasser, Oona Rainio, Matti Vuorinen