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q-bio.QM2021
Classifying Contaminated Cell Cultures using Time Series Features
Laura L. Tupper, Charles R. Keese, David S. Matteson
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…
q-bio.QM2017
Cell Line Classification Using Electric Cell-substrate Impedance Sensing (ECIS)
Megan L. Gelsinger, Laura L. Tupper, David S. Matteson
We consider cell line classification using multivariate time series data obtained from electric cell-substrate impedance sensing (ECIS) technology. The ECIS device, which monitors…