Georgios Agrotis

According to our database, Georgios Agrotis authored at least 4 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Explainable feature selection combining particle swarm optimisation with adaptive LASSO for MRI radiogenomics: Predicting HPV status in oropharyngeal cancer.

Milad Ahmadian, Zuhir Bodalal, Mary Adib, Seyed Sahand Mohammadi Ziabari, Paula Bos, Roland Martens, Georgios Agrotis, Conchita Vens, Luc H. E. Karssemakers, Abrahim Al-Mamgani, Pim de Graaf, Bas Jasperse, Ruud H. Brakenhoff, C. René Leemans, Regina G. H. Beets-Tan, Michiel W. M. van den Brekel, Jonas A. Castelijns

Comput. Methods Programs Biomed., 2026

2025

Benchmarking Radiomics-Based Machine Learning Pipelines for Clinically Significant Prostate Cancer Detection.

Dimitrios Samaras, Georgios Agrotis, Maria Vakalopoulou, A. Vassiou, Marianna Vlychou, Ioannis Tsougos

Proceedings of the 25th IEEE International Conference on Bioinformatics and Bioengineering, 2025

2024

Anatomical Concept-based Pseudo-labels for Increased Generalizability in Breast Cancer Multi-center Data.

Isabela Miranda, Georgios Agrotis, Regina Beets-Tan, Luís F. Teixeira, Wilson Silva

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Attention-Based Regularisation for Improved Generalisability in Medical Multi-Centre Data.

Daniel Silva, Georgios Agrotis, Regina Beets-Tan, Luís F. Teixeira, Wilson Silva

Proceedings of the International Conference on Machine Learning and Applications, 2023