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

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

Research groups: Computational Neuroscience

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

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

Research groups: Computational Neuroscience

Automated glioma multiclass tumor classification

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

Research groups: Computational Neuroscience

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

Authors: Monika Pytlarz, Adrian Onicas, Alessandro Crimi

Research groups: Computational Neuroscience