The main advantage of using PCA for anomaly detection, compared to alternative techniques such as a neural autoencoder, is simplicity -- assuming you have a function that computes eigenvalues and ...

Matteo Mazziotta, Adriano Pareto, Use and Misuse of PCA for Measuring Well-Being, Social Indicators Research, Vol. 142, No. 2 (April 2019), pp. 451-476 ...

AI-enabled prediction of PCa using urine-based liquid biopsy demonstrates accurate, rapid, and accessible early cancer detection, with consistent performance across disease grades. This non-invasive ...