Peakintelligence™

Peak Processing Optional Software for LabSolutions Insight™

Problems with previous algorithms

Until now, peak-finding algorithms have required the user to fiddle with multiple parameter settings before they can start data processing. Also, when the algorithm can't deal with a chromatogram, an experienced user has to select the peak by hand. This all adds up to extra time and hassle.

INTELLIGENCE INSIDE Streamline Your LC-MS Workflow

LC-MS data is plotted onto a chromatogram, which displays the analyte’s signal intensity versus the retention time (RT).LC-MS data analysis requires manual processing that has a long turnaround time and can produce operator bias; therefore, many laboratory managers are seeking to automate the process.

This infographic will explore the benefits of automated software for LC-MS peak integration analysis.

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Peak processing without parameter adjustment

Peakintelligence is a world-first^*1 algorithm incorporating AI assistance to search for chromatography peaks. Having learnt peak processing skills from experienced users^*2, the AI can process data with the same skill level. The algorithm can be implemented immediately without adjusting any parameters, and reduce wrong detection by 1/3 compared conventional algorithm with default setting.

*1 As of August 2019, from internal research
*2 The algorithm cannot learn from the user's peak data

Easily process difficult chromatograms

Even when processing chromatograms that previous algorithms couldn't handle, Peakintelligence can reliably detect peaks without any parameter adjustment necessary.

Reduced data processing time for a wider compound range

The "Peakintelligence" is an option for LabSolutions Insight, for use with the LC/MS/MS Method Package for Primary Metabolites or the LC/MS/MS Method Package for Cell Culture Profiling.

Notes:

LabSolutions LCMS batch analysis can further improve data processing speed.
This product is evaluated by using with the “LC/MS/MS Method Package for Primary Metabolites Ver. 3” , the “LC/MS/MS Method Package for Cell Culture Profiling” , the “LC/MS/MS Method Package for Residual Pesticides Ver. 3 “ and similar analytical conditions.
Due to the nature of the technology, there are times when processing results cannot be explained.
The demo licence is available.
R&D for this product was carried out as a collaboration between Shimadzu Corporation and Fujitsu Ltd.

LabSolutions, LabSolutions Insight and Peakintelligence are trademarks of Shimadzu Corporation or its affiliated companies in Japan and/or other countries.

Videos

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Peakintelligence is a new algorithm for peak integration. This was developed by deep-learning with thousands of real-world chromatogram data.Peakintelligence will give you a consistent peak integration without complex parameter settings, and accelerate data processing.

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