Cargando…

Deep neural network for detecting arbitrary precision peptide features through attention based segmentation

A promising technique of discovering disease biomarkers is to measure the relative protein abundance in multiple biofluid samples through liquid chromatography with tandem mass spectrometry (LC-MS/MS) based quantitative proteomics. The key step involves peptide feature detection in the LC-MS map, al...

Descripción completa

Detalles Bibliográficos
Autores principales: Zohora, Fatema Tuz, Rahman, M. Ziaur, Tran, Ngoc Hieu, Xin, Lei, Shan, Baozhen, Li, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8440683/
https://www.ncbi.nlm.nih.gov/pubmed/34521906
http://dx.doi.org/10.1038/s41598-021-97669-7