Tiantian Yu

Featured in: Favicon

nature.com Favicon

biomedcentral.com Favicon

dovepress.com Favicon

unirioja.es Favicon

chemistryworld.com Favicon

onlinelibrary.wiley.com Favicon

nutritionandmetabolism.biomedcentral.com + 1 more

Articles

An end-to-end deep learning method for mass spectrometry data analysis to reveal disease-specific metabolic profiles - Nature Communications

Aug 19, 2024 | nature.com | Yongjie Deng |yao yao |Tiantian Yu |Wenhao Cai |Wanli Liu |Yumin Hu | +1 more

AbstractUntargeted metabolomic analysis using mass spectrometry provides comprehensive metabolic profiling, but its medical application faces challenges of complex data processing, high inter-batch variability, and unidentified metabolites. Here, we present DeepMSProfiler, an explainable deep-learning-based method, enabling end-to-end analysis on raw metabolic signals with output of high accuracy and reliability.

Contact details

Emails

[email protected]

Socials & Sites

Try JournoFinder For Free

Search and contact over 1M+ journalist profiles, browse 100M+ articles, and unlock powerful PR tools.

Start Your 7-Day Free Trial →