DMSS: An Attention-Based Deep Learning Model for High-Quality Mass Spectrometry Prediction

Accurate prediction of peptide spectra is crucial for improving the efficiency and reliability of proteomic analysis, as well as for gaining insight into various biological processes. In this study, we introduce Deep MS Simulator (DMSS), a novel attention-based model tailored for forecasting theoret...

Full description

Saved in:
Bibliographic Details
Main Authors: Yihui Ren, Yu Wang, Wenkai Han, Yikang Huang, Xiaoyang Hou, Chunming Zhang, Dongbo Bu, Xin Gao, Shiwei Sun
Format: Article
Language:English
Published: Tsinghua University Press 2024-09-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2024.9020006
Tags: Add Tag
No Tags, Be the first to tag this record!