Ngoc Hieu Tran

De novo peptide sequencing by deep learning

Ngoc Hieu Tran, Xianglilan Zhang, Lei Xin et al. · Proceedings of the National Academy of Sciences · 2017 · 444 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Deep learning enables de novo peptide sequencing from data-independent-acquisition mass spectrometry

Ngoc Hieu Tran, Rui Qiao, Lei Xin et al. · Nature Methods · 2018 · 361 citations

Systems Biology, Medicine, Mass Spectrometry +9

Complete De Novo Assembly of Monoclonal Antibody Sequences

Ngoc Hieu Tran, M. Ziaur Rahman, Lin He et al. · Scientific Reports · 2016 · 157 citations · Full text

A streamlined platform for analyzing tera-scale DDA and DIA mass spectrometry data enables highly sensitive immunopeptidomics

Lei Xin, Rui Qiao, Xin Chen et al. · Nature Communications · 2022 · 101 citations · Full text

Computationally instrument-resolution-independent de novo peptide sequencing for high-resolution devices

Rui Qiao, Ngoc Hieu Tran, Lei Xin et al. · Nature Machine Intelligence · 2021 · 92 citations

Long-read Sequencing, High-resolution Devices, Natural Sciences +8