MSc students

  1. Julia Vehkaoja, Dynaamisen PET-aineiston spektraalianalyysista (Spectral analysis of dynamic PET data), work in progress.
  2. Fatemeh Salehi, Generative AI in Protein Design, work in progress.
  3. Erica Eshun, Investigating the impact of Per and Poly fluoroalkyls on Goldeneye development and morphometrics Using Computerized tomography Imaging, Deep learning models and Ecotoxicological Studies, work in progress.
  4. Anna Kostiander, Characterisation of a-Al203 thin films, work in progress.
  5. N. M., Cardiac Motion Correction Methods in 15O-water PET Images, work in progress.
  6. Joanna Okenwa, Automatic Estimation of Brain Tumor (Glioma) Volume Using VNET convolutional Neural Network, work in progress.
  7. Rida Rehman, Improving Tumor Segmentation in PET Images using Transfer Learning between Head and Neck and Prostate Cancer Datasets, work in progress.
  8. Abu Bakar Shoukat, Vision Transformers for Processing PET Images in Head and Neck Cancer, work in progress.
  9. Hassan Mehdi, Evaluating Machine Learning Performance Across Clinical Polysomnography (PSG) and Wearable IoT Sleep Data: Feature Reduction and Harmonization Analysis, 2026. https://urn.fi/URN:NBN:fi:jyu-202606105432
  10. Puja Dhakal. Early detection of Alzheimer’s disease using motion data, 2025. https://urn.fi/URN:NBN:fi-fe20251104105128
  11. Mahnoor, Data Augmentation with Conditional Generative Adversarial Networks (cGANs) for Deep Learning-based Classification of Brain Tumor Magnetic Resonance Images, 2025. https://urn.fi/URN:NBN:fi-fe2025061064831
  12. Jussi Tirkkonen, Implementation of a monitoring add-on for oxygen-15 labelled water administration system in PET/CT, 2025. https://urn.fi/URN:NBN:fi-fe2025050234954
  13. Lenni Sibelius, Pieneläin PET/TT-analysointiohjelmiston päivittäminen ja validointi, 2025. https://urn.fi/URN:NBN:fi-fe2025042933554
  14. Naipunya Guruprasad, An investigation of the diversity of outcomes along with machine learning in the prediction of ischemia using PET cardiac perfusion imaging, 2024. https://urn.fi/URN:NBN:fi-fe2024061753569
  15. Kaushalya Ramanayake Mudiyanselage, Machine Learning-Based Tissue Probability Attenuation Correction for Neurological PET/MR, 2024. https://urn.fi/URN:NBN:fi-fe2024051329704
  16. Maria Virtanen, Parameter errata in flexible myocardial PET protocol compared to conventional fixed ones, 2023. https://urn.fi/URN:NBN:fi-fe20231213153990
  17. Johanna Hällilä, Cross-calibration of human PET scanners with phantom studies, 2023. https://urn.fi/URN:NBN:fi-fe20231204151102
  18. Muhammad Hassan Nawaz, Automatic identification of ischemia using lightweight attention network in PET cardiac perfusion imaging, 2023. https://urn.fi/URN:NBN:fi-fe2023062157514
  19. Malik Azhar, on going, Evaluation of automated organ segmentation for total-body PET-CT, 2023. https://urn.fi/URN:NBN:fi-fe2023051744843
  20. Anting Li, Performance Analysis of Clustering Algorithms in Brain Tumor Detection from PET Images, 2023. https://urn.fi/URN:NBN:fi-fe2023072690997
  21. Santeri Palonen, Koko kehon PET-kuvien automaattinen segmentointi, 2023. https://urn.fi/URN:NBN:fi-fe2023080994532
  22. Seyed Hosseini, Applying Transfer Learning in Classification of Ischemia from Myocardial Polar Maps in PET Cardiac Perfusion Imaging, 2022. https://urn.fi/URN:NBN:fi-fe2022060141638
  23. Maria Rantala, Modelling kidney with compartment models from PET images, 2022. https://urn.fi/URN:NBN:fi-fe2022021419014
  24. Oona Rainio, Correlation, mutual information and neural networks, 2021. https://urn.fi/URN:NBN:fi-fe2021100750090
  25. Henri Hellström, Koneoppiminen pään ja kaulan alueen syövän tunnistamisessa, 2021. https://urn.fi/URN:NBN:fi-fe2021100750144
  26. Heli Junes, Evaluation of Scan 4000 Ultra-HD automatic colony counter, 2021. https://urn.fi/URN:NBN:fi-fe2021043028148
  27. Jonne Tamminen, Kalliorakotunnistuksen automatisointi, 2020. https://urn.fi/URN:NBN:fi-fe2020101383846
  28. Suvi Oikarainen, Pienemmistä ja suuremmista epäyhtälöistä, 2018. https://urn.fi/URN:NBN:fi-fe2018090534644
  29. Johannes Hurtig, Peruslaskutoimitukset ja prosenttilaskenta lukion matematiikassa, 2016
  30. Pauliina Hämäläinen, Aritmeettinen ja formaalisti esitetty lukujono lukion matematiikassa, 2016
  31. Antti Pikkarainen, Funktion jatkuvuus ja raja-arvo lukiolaiselle, 2015
  32. Elina Mahnala, Johdatus tekniikan alan ammattikorkeakoulumatematiikkaan ammatillisen perustutkinnon suorittaneille, 2014
  33. Anna Mäkipää, Optimointia lukiolaiselle Sage-ohjelmistolla, 2014
  34. Marika Hietanen, Newtonin menetelmä ja Sage-ohjelmisto, 2014
  35. Jani Linden, Positroniemissiotomografian rekonstruktioalgoritmeista ja niiden simulaatiotutkimuksista, 2013
  36. Tiina Kilpi, Symbolisten laskinten käyttö ylioppilaskokeissa, 2013
  37. Yrjö Korenius, Lukion pitkän matematiikan geometriaa GeoGebralla, 2013
  38. Minna Rautell, Numeerista matematiikkaa GeoGebralla, 2013
  39. Marko Telenius, Symboliset laskimet lukion pitkän matematiikan opetuksessa, 2013
  40. Maija Sjövall, Lukion matematiikkaa GeoGebralla, 2012
  41. Piia Muuttonen, Analyyttista geometriaa GeoGebralla , 2012
  42. Ali Bhayo Barkat, Conformal Invariants, 2008