DETERMINATION OF CHEMICAL COMPOSITION AND ISOTOPE DISTRIBUTION WITH MASS SPECTROMETRY

Patent №

US 7,904,253

Granted

2011-03-08

Filed 2007

Owner

CERNO BIOSCIENCE LLC

Lab

AI components

3

ml · vision · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11830772

A method for determining elemental composition of ions from mass spectral data, comprising obtaining at least one mass measurement from mass spectral data; obtaining a search list of candidate elemental compositions whose exact masses fall within a given mass tolerance range from the accurate mass; reporting a probability measure based on a mass error; calculating an isotope pattern for each candidate elemental composition from the search list; constructing a peak component matrix including at least one of the isotope pattern and mass spectral data; performing a regression against at least one of isotope pattern, mass spectral data, and the peak component matrix; reporting a second probability measure for at least one candidate elemental composition based on the isotope pattern regression; and combining the two the probability measures into an overall probability measure. A method for determining elemental isotope ratios from mass spectral data.

AI classification

Evolutionary computation1.00
Vision0.99
Machine learning0.57
AI hardware0.11
Natural language0.04
Knowledge representation0.00
Planning0.00
Speech0.00

Ownership

CERNO BIOSCIENCE LLC

assignment · 196220421

Assignors

WANG, YONGDONG, GU, MING

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

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