In my research, I am dedicated to enhancing medical image analysis by utilizing advanced machine learning and generative artificial intelligence (AI) techniques. Specifically, I am focused on developing improved computer vision methods that enable computers to interpret and comprehend visual information more effectively and integrating these technological advancements into healthcare systems to enhance patient care.
Recently, I have been concentrating on identifying significant patterns within extensive health data sets. This effort is key to more effectively detecting irregularities or 'anomalies', which is vital for early and accurate disease diagnosis during clinical screenings.
Currently, I am pursuing my PhD at the Technical University of Munich (TUM) and Helmholtz Munich, under the guidance of Julia Schnabel and Daniel Rueckert.
Want to connect?
Contact me at cosmin.bercea@tum.de