Patent №
US 11,545,348
Granted
2023-01-03
Filed 2021
Owner
SHIMADZU CORPORATION
Lab
—
AI components
3
ml · vision · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
17174439
A measurement section (1) performs a mass spectrometric analysis for each micro area within a measurement area on a sample. A dimension reduction processor (23) performs data processing by non-linear dimension reduction using manifold learning on mass spectrometric data for each micro area, to obtain, for each micro area, a set of data reduced to three dimensions from the dimensions corresponding to the number of mass-to-charge-ratio values. A display color determiner (24) determines a color for each of the points corresponding to the data of the micro areas after the dimension reduction, by arranging those points within a three-dimensional space having three axes representing the three dimensions, with three primary colors respectively assigned to the three axes. A segmentation image creator (25) creates a segmentation image corresponding to the measurement area or a partial area in the measurement area, by arranging, on two dimensions, pixels which respectively correspond to the points within the three-dimensional space, where each pixel has a color given to the point corresponding to the pixel and is located according to the position within the measurement area of the micro area corresponding to the point.
AI classification
Ownership
SHIMADZU CORPORATION
assignment · 552420218
Assignors
YAMAGUCHI, SHINICHI
On an employer assignment, the assignors are typically the inventors.