Joonas Liedes - UTU Research Portal

Joonas Liedes

- Doctoral Researcher,
Imaging and Clinical Diagnostics (Department of Clinical Medicine)

joonas.liedes@utu.fi

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
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
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
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
Classification of head and neck cancer from PET images using convolutional neural networks (2023)
- Scientific Reports
Hellström Henri, Liedes Joonas, Rainio Oona, Malaspina Simona, Kemppainen Jukka, Klén Riku