Table 1.xls (9.5 kB)
Model parameters.
dataset
posted on 2021-11-29, 18:58 authored by Ernesto A. B. F. Lima, Danial Faghihi, Russell Philley, Jianchen Yang, John Virostko, Caleb M. Phillips, Thomas E. YankeelovModel parameters.
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reduced parameter spacequantifying uncertainties duedifferent initial conditions78 17761 177modeling individual cellscancer cells grownresolved microscopy measurementshigh computational costefficient calibration usingcellular scale ).tumor cell confluencesdead cell populationsnumerous model parametersestimate model parametersdifferent glucose concentrationsmultiscale model consistsexperimental data consistsbased bayesian inferencepredict tumor dynamicsdead cellsmodel parameterscell dynamicsmicroscopy dataexperimental databayesian calibrationbased modeltumor microenvironmenttumor growthmultiscale agentmicroenvironmental dynamicsbayesian frameworkscale abmvitro temporal evolutionstaying withinstandard deviationreliably predictrelative importanceprediction comparedgrowth factorsgrained twofundamental limitationsfour dayscomputational timecalibrated withinaverage error