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 Maneul 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 (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

Coworkers

Neda Haj Hosseini

Associate Professor, Docent

Iulian Emil Tampu

PhD student

Anders Eklund

Senior Associate Professor

Organisation

Department of Biomedical Engineering (IMT)

A national centre for research, PhD studies and graduate studies within biomedical engineering, since 1972.

Division of Biomedical Engineering (MT)

A national centre for research, education and innovation within the field of biomedical engineering.