1. A method for providing personalized health support comprising: conducting biochemical assays at scheduled intervals on blood samples taken from an individual to provide, for each of a plurality of biochemical parameters, a time series of values representing the individual; extracting a plurality of clinical parameters associated with the individual from a knowledge base; determining a plurality of genomic parameters for the individual; calculating an expected time series for each of a plural subset of the plurality of biochemical parameters from at least the clinical parameters and the genomic parameters; comparing, for each of the plural subset of biochemical parameters, the time series of values representing the individual to the calculated expected time series to determine a likelihood of each of a plurality of conditions for the individual; and outputting the likelihood of at least one of the plurality of conditions whereby a healthcare course of action can be made.