Joonas Liedes - UTU Research Portal

Joonas Liedes

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

joonas.liedes@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)
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)
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)
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
(A1 Refereed original research article in a scientific journal)