Joel Sjöberg - UTU Research Portal

Joel Sjöberg

joel.e.sjoberg@utu.fi

Publications

Artificial intelligence unveils tumor diversity in brain cancer through Raman spectroscopy: Machine learning for glioma subtype classifications (2026) Sjöberg, Joel
(G5 Article dissertation )
RADAR: Raman Spectral Analysis Using Deep Learning for Artifact Removal (2025)
- Advanced Optical Materials
Sjöberg, Joel; Siminea, Nicoleta; Paun, Andrei; Lita, Adrian; Larion, Mioara; Petre, Ion
(A1 Refereed original research article in a scientific journal)
Raman-based machine learning platform reveals unique metabolic differences between IDHmut and IDHwt glioma (2024)
- Neuro-Oncology
Lita, Adrian; Sjöberg, Joel; Păcioianu, David; Siminea, Nicoleta; Celiku, Orieta; Dowdy, Tyrone; Păun, Andrei; Gilbert, Mark R; Noushmehr, Houtan; Petre, Ion; Larion, Mioara
(A1 Refereed original research article in a scientific journal)
Raman-based AI platform to accelerate the diagnosis and management of gliomas via rapid methylation profiling (2023)
- Neuro-Oncology
Lita Adrian, Sjöberg Joel, Păcioianu David, Siminea Nicoleta, Celiku Orieta, Păun Andrei, Gilbert Mark, Noushmehr Houtan, Petre Ion, Larion Mioara
(Other publication)