Investigation of Energy-efficient AI Model Architectures and Compression Techniques for Green Fetal Brain Segmentation

Authors: Mazurek, Szymon; Pytlarz, Monika; Malec, Sylwia; Crimi, Alessandro

Research groups: Computational Neuroscience

Deep Learning Glioma Grading with the Tumor Microenvironment Analysis Protocol for Comprehensive Learning, Discovering, and Quantifying Microenvironmental Features

Authors: Pytlarz, Monika; Wojnicki, Kamil; Pilanc, Paulina; Kaminska, Bozena; Crimi, Alessandro

Research groups: Computational Neuroscience

Style transfer between microscopy and magnetic resonance imaging via generative adversarial network in small sample size settings

Authors: Pytlarz, Monika; Onicas, Adrian; Crimi, Alessandro

Research groups: Computational Neuroscience

Automated glioma multiclass tumor classification

Authors: Pytlarz, Monika; Wojnicki, Kamil; Pilanc, Paulina; Kaminska, Bozena; Crimi, Alessandro

Research groups: Computational Neuroscience