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April 12, 2026Journal of Analytical Atomic Spectrometry

A Data‑Driven, Post‑Acquisition Quality Diagnostic Pipeline for Isotope Analysis by MC-ICP-MS

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Authors

CZCan ZhouQHQiang HuangYTYang Tang

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Overview

This research demonstrates a new diagnostic pipeline for isotope analysis in MC-ICP-MS, suggesting improved evaluation methods.

Key Points

  • The aim is to improve the evaluation process of data obtained from MC-ICP-MS through a data-driven approach.
  • Developed a diagnostic pipeline that utilizes data analysis techniques.
  • Applied this pipeline to post-acquisition data from MC-ICP-MS.
  • Focused on reducing subjectivity in quality control and evaluation.
  • Enhanced consistency in the evaluation of isotope analysis results.
  • Identified key factors influencing measurement quality.
  • Demonstrated potential for automation in the diagnostic process.

Cite This Study

Zhou et al. (2026) studied this question.

synapsesocial.com/papers/69db38534fe01fead37c6872https://doi.org/10.1039/d5ja00519a
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