Sarita Murtojärvi

- Doctoral Researcher,
- Clinical Lecturer
Otorhinolaryngology - Head and Neck Surgery (Department of Clinical Medicine)

savali@utu.fi

Publications

Deep learning‐based 3D classification of head and neck cancer PET/MRI: Radiologist comparison and Grad‐CAM interpretability (2025)
- Clinical Physiology and Functional Imaging
Liedes, Joonas; Hirvonen, Jussi; Rainio, Oona; Murtojärvi, Sarita; Malaspina, Simona; Klén, Riku; Kemppainen, Jukka
(A1 Refereed original research article in a scientific journal)
One-click annotation to improve segmentation by a convolutional neural network for PET images of head and neck cancer patients (2024)
- Network Modeling Analysis in Health Informatics and Bioinformatics
Rainio, Oona; Liedes, Joonas; Murtojärvi, Sarita; Malaspina, Simona; Kemppainen, Jukka; Klén, Riku
(A1 Refereed original research article in a scientific journal)
Automatic Segmentation of Head and Neck Cancer from PET-MRI Data Using Deep Learning (2023)
- Journal of Medical and Biological Engineering
Liedes Joonas, Hellström Henri, Rainio Oona, Murtojärvi Sarita, Malaspina Simona, Hirvonen Jussi, Klén Riku, Kemppainen Jukka
(A1 Refereed original research article in a scientific journal)
Diagnostic Accuracy of F-18-FDG-PET/CT and F-18-FDG-PET/MRI in Detecting Locoregional Recurrence of HNSCC 12 Weeks after the End of Chemoradiotherapy: Single-Center Experience with PET/MRI (2022)
- Contrast Media and Molecular Imaging
Murtojärvi Sarita, Malaspina Simona, Kinnunen Ilpo, Tuokkola Terhi, Honka Miikka-Juhani, Saunavaara Virva, Tolvanen Tuula, Schrey Aleksi, Kemppainen Jukka
(A1 Refereed original research article in a scientific journal)