Speaker Profile
Ph.D., CEO and Co-founder, Data4Cure
Biography
Janusz Dutkowski is 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 and 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. His research contributions include 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.
Talk
Knowledge Graphs, LLMs Foundation Models for Enhanced Drug Development
This session will discuss how AI can combine different types of data to improve drug development. Case-studies will span a range of AI technologies (including LLMs and foundation models for omics data, generative AI approaches and knowledge graphs) and their applications from early stage RD to clinical trials.
