Aaron Scott

Interpreting biologically informed neural networks for enhanced proteomic biomarker discovery and pathway analysis

Erik Hartman, Aaron Scott, Christofer Karlsson et al. · Nature Communications · 2023 · 83 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +14

Human proteome distribution atlas for tissue-specific plasma proteome dynamics

Erik Malmström, Lars Malmström, Simon Hauri et al. · Cell · 2025 · 49 citations · Full text

Life Sciences, Biochemistry, Molecular Biology +17

Peptide clustering enhances large-scale analyses and reveals proteolytic signatures in mass spectrometry data

Erik Hartman, Fredrik Forsberg, Sven Kjellström et al. · Nature Communications · 2024 · 15 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +17

Generalized precursor prediction boosts identification rates and accuracy in mass spectrometry based proteomics

Aaron Scott, Christofer Karlsson, Tirthankar Mohanty et al. · Communications Biology · 2023 · 10 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +17

Explainable machine learning for the identification of proteome states via the data processing kitchen sink

Aaron Scott, Erik Hartman, Johan Malmström et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2023 · 10 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +13