Kevin McDonnell
4 papers in the catalog · Galway, Ireland, USA
Kevin McDonnell: 4 papers in the catalog · Galway, Ireland, USA · National University of Ireland, Galway, National University of Ireland, Galway · Works on Artificial training data evaluation for ML de novo, De novo robustness to noise and missing…
Affiliations
- National University of Ireland, Galway · Department of Information Technology, School of Computer Science
- National University of Ireland, Galway · Functional Environmental Microbiology, School of Natural Sciences, Ryan Institute
- Ollscoil na Gaillimhe – University of Galway
- Parallel Squared Technology Institute
Elsewhere
Papers
- PSMtags improve peptide sequencing and throughput in sensitive proteomics (2025, bioRxiv)
- Application of a Novel Hybrid CNN-GNN for Peptide Ion Encoding (2023, Journal of Proteome Research)
- Critical evaluation of the use of artificial data for machine learning based de novo peptide identification (2023, Computational and Structural Biotechnology Journal)
- The impact of noise and missing fragmentation cleavages on de novo peptide identification algorithms (2022, Computational and Structural Biotechnology Journal)
Methods and tools
Artificial training data evaluation for ML de novo, De novo robustness to noise and missing cleavages, Hybrid CNN-GNN peptide ion encoder, PSMtags