Multimodal Data Analytics

Hilda Klasky IEEE Senior Fellow Computer Sciences and Engineering

CSED Researcher Hilda Klasky has been recognized by IEEE as a Senior Member.

Anomaly Detection in Sequential Health Care Data using Higher-Order Network Representation CSED ORNL

Researchers present a new approach based on the higher-order network representation.

The Multimodal Data Analytics Group leverages expertise in large-scale biomedical informatics and statistical genetics to build and use tools for healthcare needs and creates scalable AI and machine-learning solutions for multidimensional, multimodal data in high-performance computing environments applied to biomedicine and bioengineering. Examples include privacy and biomedical informatics for supervised and unsupervised learning with healthcare data, information extraction, medical imaging, and new outcomes.