IMAGING MASS SPECTROMETER AND METHOD FOR IMAGING MASS SPECTROMETRY

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.

Machine learningVisionAI hardwareH01J 49/0004G06T 7/11G06T 7/168H01J 49/0036G06T 2207/10024G06T 2207/10056G06T 2207/30024

AI classification

Machine learning1.00
Vision1.00
AI hardware0.83
Evolutionary computation0.05
Planning0.05
Knowledge representation0.00
Natural language0.00
Speech0.00

Ownership

SHIMADZU CORPORATION

assignment · 552420218

Assignors

YAMAGUCHI, SHINICHI

On an employer assignment, the assignors are typically the inventors.

From the same owner

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