Emerging computational methods in mass spectrometry imaging

H Hu, J Laskin - Advanced Science, 2022 - Wiley Online Library
Mass spectrometry imaging (MSI) is a powerful analytical technique that generates maps of
hundreds of molecules in biological samples with high sensitivity and molecular specificity …

High-throughput mass spectrometry imaging of biological systems: Current approaches and future directions

LX Jiang, M Yang, SN Wali, J Laskin - TrAC Trends in Analytical Chemistry, 2023 - Elsevier
In the past two decades, the power of mass spectrometry imaging (MSI) for the label free
spatial mapping of molecules in biological systems has been substantially enhanced by the …

Advances in mass spectrometry for clinical analysis: Data acquisition, interpretation and information integration

H Zhang, Z Ouyang, W Zhang - TrAC Trends in Analytical Chemistry, 2023 - Elsevier
Bioinformatics has played an important role in analyzing chemical information acquired
using mass spectrometry (MS) for large numbers of biological samples. Here we review the …

High-throughput mass spectrometry imaging with dynamic sparse sampling

H Hu, D Helminiak, M Yang, D Unsihuay… - ACS Measurement …, 2022 - ACS Publications
Mass spectrometry imaging (MSI) enables label-free mapping of hundreds of molecules in
biological samples with high sensitivity and unprecedented specificity. Conventional MSI …

Recent advances in mass spectrometry imaging combined with artificial intelligence for spatially clarifying molecular profiles: Toward biomedical applications

H Zhang, J Zhang, C Yuan, D Zhang, D Lu… - TrAC Trends in …, 2024 - Elsevier
Mass spectrometry imaging (MSI) is an intuitive and multidimensional analysis method that
provides spatial information on molecules in tissues or cells; it is widely used in biomedical …

Mass spectrometry imaging for single-cell or subcellular lipidomics: a review of recent advancements and future development

D Li, Z Ouyang, X Ma - Molecules, 2023 - mdpi.com
Mass Spectrometry Imaging (MSI) has emerged as a powerful imaging technique for the
analysis of biological samples, providing valuable insights into the spatial distribution and …

Development of mass spectrometry imaging techniques and its latest applications

X Guo, X Wang, C Tian, J Dai, Z Zhao, Y Duan - Talanta, 2023 - Elsevier
Mass spectrometry imaging (MSI) is a novel molecular imaging technology that collects
molecular information from the surface of samples in situ. The spatial distribution and …

Multiscale biochemical mapping of the brain through deep-learning-enhanced high-throughput mass spectrometry

YR Xie, DC Castro, SS Rubakhin, TJ Trinklein… - Nature …, 2024 - nature.com
Spatial omics technologies can reveal the molecular intricacy of the brain. While mass
spectrometry imaging (MSI) provides spatial localization of compounds, comprehensive …

The Fourier transform in analytical science

MA Delsuc, P O'connor - Nature Reviews Methods Primers, 2024 - nature.com
Numerous data analysis methodologies depend on the Fourier transform (FT), especially in
analytical chemistry. The FT is a potent and versatile tool, influencing many scientific …

Spatio-temporal reconstruction of substance dynamics using compressed sensing in multi-spectral magnetic resonance spectroscopic imaging

U Yamamoto, H Imai, K Sano, M Ohzeki… - Expert Systems with …, 2023 - Elsevier
The objective of our study is to observe dynamics of multiple substances in vivo with high
temporal resolution from multi-spectral magnetic resonance spectroscopic imaging (MRSI) …