Florence Abram

3 papers in the catalog · Galway, Ireland

Florence Abram: 3 papers in the catalog · Galway, Ireland · National University of Ireland, Galway, Ollscoil na Gaillimhe – University of Galway · Works on Artificial training data evaluation for ML de novo, De novo robustness to noise and missing…

Affiliations

• National University of Ireland, Galway · Functional Environmental Microbiology, School of Natural Sciences, Ryan Institute
• Ollscoil na Gaillimhe – University of Galway

Elsewhere

ORCID 0000-0001-7522-9158 · OpenAlex

Papers

• 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

Co-authors (2)

Ranked by Newman fractional collaboration strength, so a pair on a two-author paper counts for more than a pair on a 50-author consortium paper.

• Enda Howley strength 1.50, 3 shared
• Kevin McDonnell strength 1.50, 3 shared

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