Advancing Proteomic Analyses with Graph-Based Deep Learning: Protein Inference and DIA De Novo Peptide Sequencing

thesis · 2025

thesis · 2025. Zheng Ma
Date 2025-08-15
Type thesis
Publisher PhD thesis
Contribution algorithm
Supervisor Ali Ghodsi
Link https://dspacemainprd01.lib.uwaterloo.ca/server/api/core/bitstreams/2cd3373a-a4cd-4536-8cec-464a86330205/content

Authors

  1. Zheng Ma · University of Waterloo

Methods and tools

  • DIANovo: Transformer-based de novo sequencer for DIA: disentangles coeluted/multiplexed precursor spectra. Presented in Zheng Ma’s arXiv preprint (2024) and his PhD thesis (2025).

Seen in the charts

Back to the full map

Back to top