Ontology highlight
ABSTRACT:
SUBMITTER: Tupper LL
PROVIDER: S-EPMC11018005 | biostudies-literature | 2024
REPOSITORIES: biostudies-literature
Tupper Laura L LL Keese Charles R CR Matteson David S DS
Journal of applied statistics 20230822 6
We examine the use of time series data, derived from Electric Cell-substrate Impedance Sensing (ECIS), to differentiate between standard mammalian cell cultures and those infected with a mycoplasma organism. With the goal of easy visualization and interpretation, we perform low-dimensional feature-based classification, extracting application-relevant features from the ECIS time courses. We can achieve very high classification accuracy using only two features, which depend on the cell line under ...[more]