Diagnostic laboratory systems and methods of updating

A diagnostic laboratory system, comprising:

• a computer comprising:
• a processing algorithm configured to analyze data;
• and
• a program configured to:
• identify data in the system as identified data;
• identify change in a data distribution of the identified data;
• aggregate data instances pertaining to the change in the data distribution;
• select a subset of the aggregated data to update the processing algorithm in the system;
• and
• update the processing algorithm using the subset of the aggregated data.

A method of operating a diagnostic laboratory system, comprising:

• identifying data in the system as identified data;
• identifying change in a data distribution of the identified data;
• aggregating data instances pertaining to the change in the data distribution;
• selecting at least two subsets of data;
• evaluating at least one algorithm parameter of a processing algorithm using a first subset of data;
• evaluating at least one of the algorithm parameters using a second subset of data;
• selecting one or more of the algorithm parameters in response to the evaluating;
• and
• updating the processing algorithm using the one or more selected algorithm parameters.