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Unsupervised machine learning for exploratory data analysis in imaging mass spectrometry
Imaging mass spectrometry (IMS) is a rapidly advancing molecular imaging modality that
can map the spatial distribution of molecules with high chemical specificity. IMS does not …
can map the spatial distribution of molecules with high chemical specificity. IMS does not …
Mass spectrometry imaging of biomolecular information
B Spengler - Analytical chemistry, 2015 - ACS Publications
Mass spectrometry imaging (MSI) has gone through a significant change over the last 3
years, the time span of this review. The predominant mass spectrometric method in …
years, the time span of this review. The predominant mass spectrometric method in …
Mass spectrometry imaging to explore molecular heterogeneity in cell culture
Molecular analysis on the single-cell level represents a rapidly growing field in the life
sciences. While bulk analysis from a pool of cells provides a general molecular profile, it is …
sciences. While bulk analysis from a pool of cells provides a general molecular profile, it is …
A super-resolution strategy for mass spectrometry imaging via transfer learning
High-spatial-resolution mass spectrometry imaging (HSR-MSI) provides precise spatial
information on thousands of biomolecules without labelling across a tissue section. Deep …
information on thousands of biomolecules without labelling across a tissue section. Deep …
Emerging computational methods in mass spectrometry imaging
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 …
hundreds of molecules in biological samples with high sensitivity and molecular specificity …
Ambient ionization mass spectrometry today and tomorrow: embracing challenges and opportunities
Ambient ionization mass spectrometry (AIMS) has grown into a group of emerging analytical
techniques that allow rapid, real-time, high-throughput, in situ, and in vivo analysis in many …
techniques that allow rapid, real-time, high-throughput, in situ, and in vivo analysis in many …
A review of the medical hyperspectral imaging systems and unmixing algorithms' in biological tissues
Hyperspectral fluorescence imaging (HFI) is a well-known technique in the medical research
field and is considered a non-invasive tool for tissue diagnosis. This review article gives a …
field and is considered a non-invasive tool for tissue diagnosis. This review article gives a …
Imaging mass spectrometry: instrumentation, applications, and combination with other visualization techniques
A Bodzon‐Kulakowska, P Suder - Mass spectrometry reviews, 2016 - Wiley Online Library
Imaging Mass Spectrometry (IMS) is strengthening its position as a valuable analytical tool. It
has unique ability to identify structures and to unravel molecular changes that occur in the …
has unique ability to identify structures and to unravel molecular changes that occur in the …
Peak learning of mass spectrometry imaging data using artificial neural networks
Mass spectrometry imaging (MSI) is an emerging technology that holds potential for
improving, biomarker discovery, metabolomics research, pharmaceutical applications and …
improving, biomarker discovery, metabolomics research, pharmaceutical applications and …
Mass spectrometry imaging in drug development
Drug discovery and development is a high-risk, expensive endeavor and it commonly takes
about 10− 15 years to obtain marketing approval from project inception. 1 Research efforts …
about 10− 15 years to obtain marketing approval from project inception. 1 Research efforts …