We are proficient in artificial intelligence methods across the entire spectrum of medical data, ranging from medical free-text data processed by large language models to biosignal data and medical imaging analyzed using CNNs or specialized transformer approaches. Our research group is called MAIA: Medical Artificial Intelligence Lab

• Predictions or classifications of medical data (images, time series, tabular data, free-text data)
• Segmentation or annotation of medical images (2D and 3D)
• Methods for clinical decision support and consultation on regulatory aspects such as the EU MDR/IVDR and EU AI Act

Our publication highlights:

• Large language models in Nature Medicine
• ECG data analysis for heart attacks in the European Heart Journal