METHOD OF PROCESSING AND STORING MASS SPECTROMETRY DATA

Patent №

US 7,657,387

Granted

2010-02-02

Filed 2006

Owner

THERMO FINNIGAN LLC

Lab

AI components

2

vision · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10573395

A data compression technique is disclosed for Fourier Transform Mass Spectrometry (FTMS). A statistical analysis is applied to the data in the frequency domain since most of this data is a result of randomly distributed electronic noise. A fit of the whole frequency dataset to the distribution is made to determine preliminary moments of the distribution. The data in the tail of that distribution (which is mainly the peak data) is then removed and the remaining data points are re-fitted to the distribution, to identify the moments of distribution of that remaining noise data. A noise threshold for the mass spectrum is then applied using the calculated moments. The data above the threshold is kept. The whole spectrum can be reconstituted by storing the moments of distribution along with the peak data and then regenerating the noise from those moments and adding it to the peak data.

VisionPlanningH01J 49/0036H03M 7/30

AI classification

Planning0.99
Vision0.97
Evolutionary computation0.26
Machine learning0.01
Knowledge representation0.00
AI hardware0.00
Natural language0.00
Speech0.00

Ownership

THERMO FINNIGAN LLC

assignment · 175180447

Assignors

MALEK, ROBERT, LANGE, OLIVER

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

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