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JuliaMSI: A high-performance graphical platform for mass spectrometry imaging data analysis

delete2025-09-11
delete0
PRE
AI
J
José Julián Sierra-Álvarez
M
Martín Orlando Camargo-Escalante
C
Carlos Daniel Sierra-Álvarez
C
Carmelo Hernández-Caricio
J
Juan Francisco Moreno-Luna
I
Isabel Buendía-Corona
R
Robert Winkler *
DOI：10.1016/j.aca.2025.344613delete
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Abstract

Abstract

En 中文
• JuliaMSI enables high-performance MSI analysis, processing large datasets five times faster than R-based tools. • Noise reduction (median filtering) and TrIQ enhance spatial resolution for biological ROI detection. • Interactive 2D/3D molecular mapping supports cancer diagnostics and plant biology applications. • Supports open formats (.imzML/.ibd/.mzML) and integrates with QuPath/Ilastik workflows for seamless analysis. • User-friendly design enables rapid loading, intuitive tools, and real-time visualization for non-experts.

Journal

Analytica Chimica Acta cover
Analytica Chimica Acta
IF:
6
Papers:
3.3W
Citations:
6.1W

Organization

A
advanced genomics unit, cinvestav
Scholars:
7
Papers: 2
Citations: 0
U
university of guanajuato
Scholars:
140
Papers: 57
Citations: 0