System and method for processing biology-related data, a system and method for controlling a microscope and a microscope

A system comprising one or more processors and one or more storage devices, wherein the system is configured to:

• receive language-based search data;
• generate a first high-dimensional representation of the language-based search data by a trained language recognition machine-learning algorithm executed by the one or more processors, wherein the first high-dimensional representation comprises at least 3 entries each having a different value,
• wherein the system is configured to select the trained language recognition machine-learning algorithm from a plurality of trained language recognition machine-learning algorithms based on the language-based search data;
• obtain a plurality of second high-dimensional representations of a plurality of image-based input data sets;
• select a second high-dimensional representation from the plurality of second high-dimensional representations based on a comparison of the first high-dimensional representation with each second high-dimensional representation of the plurality of second high-dimensional representations;
• provide a control signal for controlling an operation of a microscope based on the selected second high-dimensional representation.

A method for processing biology-related language-based search data, the method comprising:

• receiving biology-related language-based search data, wherein the biology-related language-based search data is at least one of a nucleotide sequence, a protein sequence, a description of a biological molecule or biological structure, a description of a behavior of a biological molecule or biological structure, or a description of a biological function or a biological activity;
• generating a first high-dimensional representation of the biology-related language-based search data by a trained language recognition machine-learning algorithm, wherein the first high-dimensional representation comprises at least 3 entries each having a different value,
• wherein the trained language recognition machine-learning algorithm is selected from a plurality of trained language recognition machine-learning algorithms based on the biology-related language-based search data;
• obtaining a plurality of second high-dimensional representations of a plurality of biology-related image-based input data sets or a plurality of biology-related language-based input data sets;
• and
• comparing the first high-dimensional representation with each second high-dimensional representation of the plurality of second high-dimensional representations;
• and
• selecting a second high-dimensional representation of the plurality of second high-dimensional representations closest to the first high-dimensional representation based on the comparison.

A method for controlling a microscope, the method comprising:

• receiving language-based search data;
• generating a first high-dimensional representation of the language-based search data by a trained language recognition machine-learning algorithm, wherein the first high-dimensional representation comprises at least 3 entries each having a different value,
• wherein the trained language recognition machine-learning algorithm is selected from a plurality of trained language recognition machine-learning algorithms based on the language-based search data;
• obtaining a plurality of second high-dimensional representations of a plurality of image-based input data sets;
• selecting a second high-dimensional representation from the plurality of second high-dimensional representations based on a comparison of the first high-dimensional representation with each second high-dimensional representation of the plurality of second high-dimensional representations;
• and
• controlling an operation of a microscope based on the selected second high-dimensional representation.