Charité Lab for Artificial Intelligence in Medicine
The Charité Lab for Artificial Intelligence in Medicine - CLAIM is an interdisplinary group of machine learning engineers, medical doctors and scientists. We use artificial intelligence (AI), here mostly machine learning (ML) methods, to tackle various use cases in medicine. We work with pure clinical data, with imaging data, the combination of both and also with longitudinal insurance data.
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We use state-of-the-art methods of machine learning such as artificial neural nets and boosted tree algorithms. A special focus of our research is xAI - explainable AI. These methods allow to open the "black box" of machine learning and to understand how AI makes its decisions. This is especially important in the field of medicine.