Methods and system for data aggregation of physical samples

A system comprising:

• a first imaging means;
• a second imaging means;
• a processor;
• a memory in data communication with the processor;
• and a user interface in data communication with the processor,
• wherein operation of the system comprises:
• receiving a first physical sample;
• imaging the first physical sample with the first imaging means to generate a first sample first aspect data;
• imaging the first physical sample with the second imaging means to generate a first sample second aspect data;
• generating a first order first sample transformed data by running at least one data transformation algorithm on at least one of the first sample first aspect data and the first sample second aspect data with the processor;
• and
• storing the first order first sample transformed data in the memory,
• wherein the first sample first aspect data are organized into a first data array, wherein the first sample second aspect data are organized into a second data array, and wherein the data transformation algorithm moves in a stepwise fashion through at least one of the first data array and the second data array performing mathematical calculations using values in individual and adjacent cells of the at least one data array to generate a different data array;
• wherein the data transformation algorithm includes one or more of calculating a median value, calculating a spread of values, calculating a sum of values, and calculating a standard deviation.

A system comprising:

• a first imaging means for imaging a first physical sample to generate a first sample first aspect data organized into a first set of values representing a first array of pixels;
• a second imaging means different than the first imaging means for imaging the first physical sample to generate a first sample second aspect data organized into a second set of values representing a second array of pixels;
• a processor;
• a memory in data communication with the processor;
• and
• a user interface in data communication with the processor, wherein the processor is configured to:
• generate a first-order first sample transformed data by running at least one data transformation algorithm on the first sample first aspect data, wherein the data transformation algorithm moves in a stepwise fashion through the first set of values performing mathematical calculations using values corresponding to individual and adjacent pixels in the first array of pixels to generate a third set of values;
• generate a second first-order first sample transformed data by running at least one data transformation algorithm on the first sample second aspect data, wherein the data transformation algorithm moves in a stepwise fashion through the second set of values performing mathematical calculations using values corresponding to individual and adjacent pixels in the second array of pixels to generate a fourth set of values;
• generate a second-order analytics data by subsequently processing the first first-order first sample transformed data and the second first-order first sample transformed data;
• and
• store the second-order analytics data in the memory.