Título | Identification of cancer chemosensitivity by ODE and GMM modeling of heterogeneous cellular response to perturbations in fluorescent sphingolipid metabolism |
Tipo de publicación | Conference Paper |
Year of Publication | 2016 |
Autores | Molina-Mora, J, Mora-Rodriguez, R |
Conference Name | 2016 IEEE 36th Central American and Panama Convention (CONCAPAN XXXVI) |
Date Published | Nov |
Palabras clave | biochemistry, biomedical optical imaging, biosensors, BxPC3 cell lines, cancer, cancer chemosensitivity, cell classification, cellular biophysics, chemotherapy, Data models, drugs, dynamical mathematical model, EDO, flow cytometry, fluorescence, fluorescent sphingolipid metabolism, Gaussian processes, Gaussian-mixture model, gemcitabine response sensor, glucosyl-ceramide, GMM, GMM modeling, heterogeneous cellular response, image features, Inhibitors, lipid bilayers, Mathematical model, MiaPaca-4, mixture models, ODE modeling, optical sensors, pancreatic cancer, pathway dynamics, physiological models, single cell level, Sphingolipids, sphingomyelin-synthase, tumor, tumours |
DOI | 10.1109/CONCAPAN.2016.7942347 |