Oona Rainio
Turku, 20520, Finland
Last Updated: 09/26/2026
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Found 14 publications
Deep learning-based automated segmentation of neck abscesses on multiparametric MRI.
Journal: European journal of radiology
Published: June 22, 2026
Deep Learning for Medical Ultrasound Image Segmentation: A Systematic Review of the Current Research.
Journal: Journal of imaging informatics in medicine
Published: November 26, 2025
Acute deep neck infection MRI: deep learning segmentation and clinical relevance of retropharyngeal edema volume.
Journal: European radiology experimental
Published: September 23, 2025
Deep learning-based 3D classification of head and neck cancer PET/MRI: Radiologist comparison and Grad-CAM interpretability.
Journal: Clinical physiology and functional imaging
Published: April 14, 2025
Quantitative evaluation of unsupervised clustering algorithms for dynamic total-body PET image analysis.
Journal: Journal of medical engineering & technology
Published: February 20, 2025
Deep learning detects retropharyngeal edema on MRI in patients with acute neck infections.
Journal: European radiology experimental
Published: January 24, 2025
The Untapped Potential of Dimension Reduction in Neuroimaging: Artificial Intelligence-Driven Multimodal Analysis of Long COVID Fatigue.
Journal: Brain sciences
Published: October 29, 2024
Leveraging Artificial Intelligence to Optimize Transcranial Direct Current Stimulation for Long COVID Management: A Forward-Looking Perspective.
Journal: Brain sciences
Published: July 23, 2024
Author Correction: Evaluation metrics and statistical tests for machine learning.
Journal: Scientific reports
Published: July 08, 2024
AI for the prediction of early stages of Alzheimer's disease from neuroimaging biomarkers - A narrative review of a growing field.
Journal: Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology
Published: April 24, 2024
Evaluation metrics and statistical tests for machine learning.
Journal: Scientific reports
Published: December 13, 2023
Last Updated: 09/26/2026