Neuronal plasticity in glioma and stroke patients (JFR) To assist in surgical planning for glioma treatment, considering plasticity of recovery from other types of brain injury. Read more
Classification and generation of glioma treatment response microscopy images (MP) To aid automatic quantification of treatments related to glioma. Read more
AI based de novo drug design (MWI) To design novel drugs with the use of machine learning and quantum computing. Read more
Registration and segmentation of novel contrast agent for COVID-19 (SM) To develop novel machine learning tools for detecting COVID-19 from CT scans. Read more
Brain signature of dementia improvement in daily life To measure real-time improvement in patients with dementia depending on lifestyle changes, transcranial stimulation or avoiding pollution. Read more
In Silico World (ISW) EU H2020, Grant agreement ID: 101016503, 2021-2024 The In Silico World project aims at accelerating the uptake of modelling and simulation technologies used for the development and regulatory asse... Read more
Experiments with large-scale classification of medical images using federated learning The goal of the thesis will be to run large-scale experiments with federated learning on medical image classification tasks. Read more
Application of federated learning to medical image segmentation The goal of the thesis will be to apply federated learning techniques to the problem of medical image segmentation. Read more
Preterm Birth Prediction Preterm Birth Prediction based on fetal transvaginal ultrasound videos using Deep Learning methods. Read more
