Jana Lipkova from the University of California Irvine School of Medicine on Leveraging Multimodal Data and AI Models in Oncology, Organ Transplantation, Immunology and other Disease Areas

Jana Lipkova, Assistant Professor at the University of California Irvine School of Medicine within the Department of Pathology and Department of Biomedical Engineering speaks with CPACE Podcast host Jordan Gass-Pooré about her work at the intersection of technology, innovation, and medicine and her interests in the development of AI methods to address the pressing needs in oncology, organ transplant, immunology and other disease areas, leveraging multimodal data from histology, radiology, genomics, and beyond.Jana and Jordan specifically discuss advances in pathology, data and new data types, mathematical modeling, the selection, evaluation and use of AI models, the safety and reliability of AI methods in clinical applications, algorithm fairness in AI for medicine and healthcare, research project design, and secrets behind building successful extramural partnerships.