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 …

Advances in mass spectrometry imaging for plant metabolomics—Expanding the analytical toolbox

Z Yin, W Huang, K Li, AR Fernie, S Yan - The Plant Journal, 2024 - Wiley Online Library
Mass spectrometry imaging (MSI) has become increasingly popular in plant science due to
its ability to characterize complex chemical, spatial, and temporal aspects of plant …

Multimodal AI/ML for discovering novel biomarkers and predicting disease using multi-omics profiles of patients with cardiovascular diseases

W DeGroat, H Abdelhalim, E Peker, N Sheth… - Scientific Reports, 2024 - nature.com
Cardiovascular diseases (CVDs) are complex, multifactorial conditions that require
personalized assessment and treatment. Advancements in multi-omics technologies …

Mass‐Guided Single‐Cell MALDI Imaging of Low‐Mass Metabolites Reveals Cellular Activation Markers

JL Cairns, J Huber, A Lewen, J Jung… - Advanced …, 2024 - Wiley Online Library
Single‐cell MALDI mass spectrometry imaging (MSI) of lipids and metabolites> 200 Da has
recently come to the forefront of biomedical research and chemical biology. However, cell …

Recent Developments in Single-Cell Metabolomics by Mass Spectrometry─ A Perspective

B Petrova, AT Guler - Journal of Proteome Research, 2024 - ACS Publications
Recent advancements in single-cell (sc) resolution analyses, particularly in sc
transcriptomics and sc proteomics, have revolutionized our ability to probe and understand …

The brominated flame retardant hexabromocyclododecane causes systemic changes in polyunsaturated fatty acid incorporation in mouse lipids

NE Kramer, J Siracusa, H Xu, LM Barnett… - Toxicological …, 2025 - academic.oup.com
Brominated flame retardants are used in many household products to reduce flammability,
but often leach into the surrounding environment over time. Hexabromocyclododecane …

Recent Advancements in the Characterization of D‐Amino Acid and Isoaspartate Post‐Translational Modifications

S Okyem, JV Sweedler - Mass Spectrometry Reviews, 2024 - Wiley Online Library
One of the great triumphs of mass spectrometry‐based peptide and protein characterization
is the characterization of their modifications as most modifications have a characteristic …

Spatially resolved metabolomics: From metabolite mapping to function visualising

X Min, Y Zhao, M Yu, W Zhang, X Jiang… - Clinical and …, 2024 - Wiley Online Library
Mass spectrometry imaging (MSI)‐based spatially resolved metabolomics addresses the
limitations inherent in traditional liquid chromatography‐tandem mass spectrometry (LC …

深度学习在质谱成像数据分析中的应用研究进展

D HUANG, LIU Xinyu… - Chinese Journal of …, 2024 - pmc.ncbi.nlm.nih.gov
质谱成像(MSI) 是一种用于表征化合物空间分布特征的方法. 随着采集方式的多样化发展和
灵敏度等的不断提高, 该方法产生的数据总量和分析复杂度呈指数增长, 给数据后处理带来了 …

Improved Deep Reinforcement Learning With Faster Graph Recurrent Convolutional Neural Network‐Enabled Adaptive Network Slicing for Tailored Service Delivery …

S Sugapriya, R Vijayabhasker - International Journal of …, 2025 - Wiley Online Library
Many new use cases and a broad spectrum of vertical businesses are expected to be
supported by next‐generation wireless networks. Network slicing has been implemented to …