Automated Grouping of Medical Codes via Multiview Banded Spectral Clustering

ConclusionThe proposed approach, by systematically leveraging multiple data sources, is able to overcome bias while maximizing consensus to achieve generalizability. It has the advantage of being efficient, scalable, and adaptive to the evolving human knowledge reflected in the data, showing a significant step toward automating medical knowledge integration.
Source: Journal of Biomedical Informatics - Category: Information Technology Source Type: research