User interviews December 2020
Our field of activity is contract research and testing for life sciences industries including pharma, biotech, nutraceuticals, environmental sciences, food&agri testing, and diagnostics.
Peak Processing Optional Software for LabSolutions Insight™
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.
Peakintelligence is a world-first*1 algorithm incorporating AI assistance to search for chromatography peaks. Having learnt peak processing skills from experienced users, the AI can process data with the same skill level. The algorithm can be implemented immediately without adjusting any parameters.*2
*1 As of August 2019, from internal research
*2 The algorithm cannot learn from the user's peak data
Even when processing chromatograms that previous algorithms couldn't handle, Peakintelligence can reliably detect peaks without any parameter adjustment necessary.
Below is a comparison of Peakintelligence and a previously-existing algorithm processing the same chromatogram. Peakintelligence reduced the number of misidentified and unidentified peaks, greatly reducing the time required to check and correct the data.
■Peak processing results for each algorithm
Algorithm | Misidentified peaks |
Unidentified peaks |
Correctly identified peaks |
Previous algorithm | 2842 | 229 | 1522 |
Peakintelligence | 217 | 108 | 1643 |
■Time needed to correct the algorithm's peak processing
*Results based on test data from an internal study.
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:
Applications | Creation Date |
---|---|
2022-09-23 |
User interviews December 2020
Our field of activity is contract research and testing for life sciences industries including pharma, biotech, nutraceuticals, environmental sciences, food&agri testing, and diagnostics.
LCMS Food Safety Application is now available.
Application Note: "Analysis of Pharmaceuticals' Impurity - Regulations and Analysis for Carcinogenic Substances -"
Application Note: "Various Analysis Techniques for Organic Acids and Examples of Their Application"
Shimadzu has released the Metabolites Method Package Suite.
Provides ready-to-use methods for over 1900 metabolites
This suite allows comprehensive analysis of over 1900 metabolites without the need for investigation of separation conditions, MRM optimization or parameter settings.
Direct Probe Ionization Mass Spectrometer - APPLICATION NOTEBOOK -