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 …
New advances in tissue metabolomics: a review
Metabolomics offers a hypothesis-generating approach for biomarker discovery in clinical
medicine while also providing better understanding of the underlying mechanisms of chronic …
medicine while also providing better understanding of the underlying mechanisms of chronic …
Desorption electrospray ionization mass spectrometry imaging in discovery and development of novel therapies
Desorption electrospray ionization mass spectrometry imaging (DESI‐MSI) is one of the
least specimen destructive ambient ionization mass spectrometry tissue imaging methods. It …
least specimen destructive ambient ionization mass spectrometry tissue imaging methods. It …
Metabolic markers and statistical prediction of serous ovarian cancer aggressiveness by ambient ionization mass spectrometry imaging
Ovarian high-grade serous carcinoma (HGSC) results in the highest mortality among
gynecological cancers, develo** rapidly and aggressively. Dissimilarly, serous borderline …
gynecological cancers, develo** rapidly and aggressively. Dissimilarly, serous borderline …
Review and perspectives on the applications of mass spectrometry imaging under ambient conditions
CJ Perez, AK Bagga, SS Prova… - Rapid …, 2019 - Wiley Online Library
Ambient mass spectrometry (AMS)‐based techniques are performed under ambient
conditions in which the ionization and desorption occur in the open environment allowing …
conditions in which the ionization and desorption occur in the open environment allowing …
Aggregated molecular phenotype scores: enhancing assessment and visualization of mass spectrometry imaging data for tissue-based diagnostics
Mass spectrometry imaging (MSI) has gained increasing popularity for tissue-based
diagnostics due to its ability to identify and visualize molecular characteristics unique to …
diagnostics due to its ability to identify and visualize molecular characteristics unique to …
A review on recent machine learning applications for imaging mass spectrometry studies
Imaging mass spectrometry (IMS) is a powerful analytical technique widely used in biology,
chemistry, and materials science fields that continue to expand. IMS provides a qualitative …
chemistry, and materials science fields that continue to expand. IMS provides a qualitative …
Epithelial ovarian carcinoma diagnosis by desorption electrospray ionization mass spectrometry imaging
Ovarian cancer is highly prevalent among European women, and is the leading cause of
gynaecological cancer death. Current histopathological diagnoses of tumour severity are …
gynaecological cancer death. Current histopathological diagnoses of tumour severity are …
Systems immunology approaches to metabolism
Over the last decade, immunometabolism has emerged as a novel interdisciplinary field of
research and yielded significant fundamental insights into the regulation of immune …
research and yielded significant fundamental insights into the regulation of immune …
Recent advances of ambient ionization mass spectrometry imaging in clinical research
N Li, H Nie, L Jiang, G Ruan, F Du… - Journal of separation …, 2020 - Wiley Online Library
The structural information and spatial distribution of molecules in biological tissues are
closely related to the potential molecular mechanisms of disease origin, transfer, and …
closely related to the potential molecular mechanisms of disease origin, transfer, and …