Bianca Burger
ResearcherContact
Email: bianca.burger@meduniwien.ac.at
Phone: +43 1 40400 73723
Computational Imaging Research Lab
Department of Biomedical Imaging and Image-guided Therapy
Medical University of Vienna
Waehringer Guertel 18-20
A-1090 Vienna / Austria
Office:
Anna-Spiegel Research Building
Research interests
- Connectomics
- Medical Image Analysis
- Machine Learing
Bianca Burger studied Technical Mathematics (BSc. level) and Biomedical Engineering (MSc level) at Vienna University of Technology and graduated with distinction in 2018. She wrote her master thesis in coorparation with the CVL and CIR lab and is currently a PhD student at Medical University of Vienna.
Publications
- "Deep learning for predicting future lesion emergence in high-risk breast MRI screening: a feasibility study", European Readiology Experimental 7, 32, (2023)
- "Disentangling cortical functional connectivity strength and topography reveals divergent roles of genes and environment", NeuroImage (2022)
- "AI-based prediction of lesion occurance in high-risk woman based on anomalies detected in follow-up examinations", Proceedings of IWBI (2020)
Presentations and Posters
- "AI-based Anomaly Detection Identifies Precursors of Future Lesions in Breast MRI of High-Risk Women: a Feasibility Study" presentation at ECR 2023
- "Graph neural networks to investigate connectome features and their association to clinical variables after surgery in epilepsy patients: a feasibility study" poster at ECR 2023
- "Variability of functional network topography but not connectivity strength variability is shaped predomintaly by genes in heteromodal areas" prasentation at Gradient Workshop 2022
- "Disentangling cortical function and its spatial topography reveals substantial genetic influence of connectivity acting through topography in a cohort of young healthy adults" presentation at ECR 2021