Christoforos Spyretos

PhD student

Deep Learning on medical images for brain tumour diagnosis.

Publications

2024

Christoforos Spyretos, Iulian Emil Tampu, Neda Haj-Hosseini (2024) Weakly supervised slide-level analysis of pediatric brain tumor histology images

Christoforos Spyretos, Iulian Emil Tampu, Nadieh Khalili, Juan Manuel Pardo Ladino, Per Nyman, Ida Blystad, Anders Eklund, Neda Haj-Hosseini (2024) Early fusion of H&E and IHC histology images for pediatric brain tumor classification Proceedings of Machine Learning Research, p. 192-202 (Conference paper)

Christoforos Spyretos, Iulian Emil Tampu, Juan Manuel Pardo Ladino, Neda Haj-Hosseini (2024) Comparison of state-of-the-art models for slide-level pediatric brain tumor histology classification

Iulian Emil Tampu, Per Nyman, Christoforos Spyretos, Ida Blystad, Alia Shamikh, Gabriela Prochazka, Teresita Díaz de Ståhl, Johanna Sandgren, Peter Lundberg, Neda Haj-Hosseini (2024) Pediatric brain tumor classification using digital histopathology and deep learning: evaluation of SOTA methods on a multi-center Swedish cohort

2023

Christoforos Spyretos, Iulian Emil Tampu, Anders Eklund, Neda Haj-Hosseini (2023) Classification of Brain Tumour Tissue in Histopathology Images Using Deep Learning