Cell image analysis device

A cell image analysis device comprising:

• a display unit;
• a storage unit which stores learning data which is a plurality of sets of data of a learning cell image and data of a learning analyzed image in which a region of interest included in the learning cell image is specified, and a discriminator which is created using a learning model constructed by machine learning using the learning data, and which outputs data of an analyzed assessment image in which the region of interest included in an assessment cell image is estimated according to an input of the data of the assessment cell image;
• a test data input receiver configured to receive an input of test data which is a set of data of a test cell image and data of a test analyzed image of the test cell image different from the learning data;
• a discriminator evaluation unit configured to evaluate the discriminator by comparing data of a test image output from the discriminator with respect to an input of data of the test cell image of the test data with the data of the test analyzed image of the test data;
• an evaluation result storing unit configured to store evaluation data including an evaluation result by the discriminator evaluation unit and the test data used for the evaluation in the storage unit in association with the discriminator;
• a display processor configured to display the evaluation result associated with the discriminator on a screen of the display unit in response to an input for selecting the discriminator stored in the storage unit;
• a cell image input receiver configured to receive an input of the plurality of sets of data of the learning cell image and data of the learning analyzed image in which the region of interest included in the learning cell image is specified, and an input of information on the culture condition regarding the plurality of sets of data of the learning cell images, and store the input in the storage unit in association with each other;
• and
• a discriminator registration unit configured to receive an input of the discriminator stored in the storage unit, a set of the data of the learning cell image and data of the learning analyzed image of the learning cell image associated with the discriminator, and the culture condition, and store the input in the storage unit.

A cell image analysis device comprising:

• a display unit;
• a storage unit which stores learning data which is a plurality of sets of data of a learning cell image and data of a learning analyzed image in which a region of interest included in the learning cell image is specified, and a discriminator which is created using a learning model constructed by machine learning using the learning data, and which outputs data of an analyzed assessment image in which the region of interest included in an assessment cell image is estimated according to an input of the data of the assessment cell image;
• a test data input receiver configured to receive an input of test data which is a set of data of a test cell image and data of a test analyzed image of the test cell image different from the learning data;
• a discriminator evaluation unit configured to evaluate the discriminator by comparing data of a test image output from the discriminator with respect to an input of data of the test cell image of the test data with the data of the test analyzed image of the test data, and obtaining an evaluation result;
• an evaluation result storing unit configured to store evaluation data including the evaluation result by the discriminator evaluation unit and the test data used for the evaluation in the storage unit in association with the discriminator;
• a display processor configured to display the evaluation result associated with the discriminator on a screen of the display unit in response to an input for selecting the discriminator stored in the storage unit;
• a cell image input receiver configured to receive an input of the plurality of sets of data of the learning cell image and data of the learning analyzed image in which the region of interest included in the learning cell image is specified, and an input of information on the culture condition regarding the plurality of sets of data of the learning cell images, and store the input in the storage unit in association with each other;
• and
• a discriminator output unit configured to output the discriminator stored in the storage unit together with the set of the data of the learning cell image and the data of the analyzed learning image of the learning cell image associated with the discriminator, and the culture condition.

A cell image analysis device comprising:

• a display unit;
• a storage unit which stores learning data which is a set of data of a learning cell image and data of a learning analyzed image in which a region of interest included in the learning cell image is specified, and a discriminator which is created using a learning model constructed by machine learning using the learning data, and which outputs data of an analyzed assessment image in which the region of interest included in an assessment cell image is estimated according to an input of the data of the assessment cell image;
• a test data input receiver configured to receive an input of test data which is a set of data of a test cell image and data of a test analyzed image of the test cell image different from the learning data, the test cell image including a cell image in which a type of cell or a type of culture medium is/are same or approximate with those of the assessment cell image;
• a discriminator evaluation unit configured to evaluate the discriminator by comparing data of a test image output from the discriminator with respect to an input of data of the test cell image of the test data with the data of the test analyzed image of the test data;
• and obtaining an evaluation result;
• an evaluation result storing unit configured to store evaluation data including the evaluation result by the discriminator evaluation unit and the test data used for the evaluation in the storage unit in association with the discriminator;
• and
• a display processor configured to display the evaluation result associated with the discriminator on a screen of the display unit in response to an input for selecting the discriminator stored in the storage unit.