ArticleJournal of mass spectrometry and advances in the clinical lab2022
An overview of image registration for aligning mass spectrometry imaging with clinically relevant imaging modalities.
Article in Journal of mass spectrometry and advances in the clinical lab, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
What it found
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
24 citing papers in PubMed, 49 citations in OpenAlex.
- Computational Mass Spectrometry Imaging in the Era of AI.Chemical reviews · 2026Review
- Multiscale metabolic mapping of lung tissue via coregistered mass spectrometry and nonlinear optical imaging.Science advances · 2026Article
- MALDI spatial proteomics: a mini review of approaches and techniques.Analytical methods : advancing methods and applications · 2026Review
- From Sample to Mixed Reality: A Translational 3D MALDI Imaging Platform for Advanced 3D Spatial Omics Analysis of 3D Cell Culture Disease Models.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Dimensional cophenetic integrity: a method for evaluation of dimensionality reduction in MSI.Bioinformatics advances · 2026Article
- Progress in monitoring molecular, cellular and metabolic dynamics using mass spectrometry imaging.Bioanalysis · 2025Review
- Spatial biology using single-cell mass spectrometry imaging and integrated microscopy.Nature communications · 2025Article
- Novel feature-based method for multi-modal biomedical image registration compared to intensity-based technique.Scientific reports · 2025Article
- Mass Spectrometry Imaging.Analytical chemistry · 2025Review
- A multimodal imaging approach for imaging the metabolic changes resulting from bronchopulmonary dysplasia.bioRxiv : the preprint server for biology · 2025Article
- MSIght: A Modular Platform for Improved Confidence in Global, Untargeted Mass Spectrometry Imaging Annotation.Journal of proteome research · 2025Article
- Integrative co-registration of elemental imaging and histopathology for enhanced spatial multimodal analysis of tissue sections through TRACE.Bioinformatics advances · 2025Article
- Spatial Proteomics towards cellular Resolution.Expert review of proteomics · 2024Article
- Multimodal Mass Spectrometry Imaging in Atlas Building: A Review.Seminars in nephrology · 2024Review
- An isotopically-labelled temporal mass spectrometry imaging data analysis workflow to reveal glucose spatial metabolism patterns in bovine lens tissue.Scientific reports · 2024Article
- Advances in multimodal mass spectrometry for single-cell analysis and imaging enhancement.FEBS letters · 2024Review
- Spatial pharmacology using mass spectrometry imaging.Trends in pharmacological sciences · 2024Review
- Review
- Advances in Imaging Mass Spectrometry for Biomedical and Clinical Research.Trends in analytical chemistry : TRAC · 2023Article
- Desorption electrospray ionization and matrix-assisted laser desorption/ionization as imaging approaches for biological samples analysis.Analytical and bioanalytical chemistry · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Mass spectrometry imaging (MSI) is used in many aspects of clinical research, including pharmacokinetics, toxicology, personalised medicine, and surgical decision-making. Maximising its potential requires the spatial integration of MSI images with imaging data from existing clinical imaging modalities, such as histology and MRI. To ensure that the information is properly integrated, all contributing images must be accurately aligned. This process is called image registration and is the focus of this review. In light of the ever-increasing spatial resolution of MSI instrumentation and a diversification of multi-modal MSI studies (e.g., spatial omics, 3D-MSI), the accuracy, versatility, and precision of image registration must increase accordingly. We review the application of image registration to align MSI data with different clinically relevant
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.