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Janusz Dutkowski is Co-founder and CEO of Data4Cure, Inc. – a company focused on combining systems biology, machine learning and AI to facilitate continuous translation of biomedical data to knowledge. His background is in mathematics and computer science. For the last 15 years he has been working at the intersection of mathematics, computer science and biology to develop new data-driven technologies to advance the discovery of new biomarkers and precision-based therapies. Before founding Data4Cure he was a scientist at the University of California, San Diego where along with Dr. Trey Ideker he led the development of methods for multiscale analysis of molecular networks and integrative methods for biomarker discovery from multidimensional data. He has co-authored over 20 research papers published in scientific journals including Nature Biotechnology, Science and Cell.
The session will discuss how biopharma companies are implementing new interpretable semantic AI technologies (combining AI/ML and knowledge graphs) to continuously update knowledge based on vast amounts research and clinical data. We will focus on applications in drug discovery and in clinical trials (alternatively we can focus on only one of these areas).