Juho Rousu

SIRIUS 4: a rapid tool for turning tandem mass spectra into metabolite structure information

Kai Dührkop, Markus Fleischauer, Marcus Ludwig et al. · Nature Methods · 2019 · 2K citations · Full text

Life Sciences, Biochemistry, Chemistry +17

Searching molecular structure databases with tandem mass spectra using CSI:FingerID

Kai Dührkop, Huibin Shen, Marvin Meusel et al. · Proceedings of the National Academy of Sciences · 2015 · 1.2K citations · Full text

Life Sciences, Biochemistry, Bioinformatics +16

Systematic classification of unknown metabolites using high-resolution fragmentation mass spectra

Kai Dührkop, Louis‐Félix Nothias, Markus Fleischauer et al. · Nature Biotechnology · 2020 · 822 citations

Life Sciences, Biochemistry, Chemistry +16

Kernel-Based Learning of Hierarchical Multilabel Classification Models

Juho Rousu, Craig Saunders, Sándor Szedmák et al. · ePrints Soton (University of Southampton) · 2006 · 247 citations · Full text

Computing, Computer Science, Machine Learning +15

Metabolite identification and molecular fingerprint prediction through machine learning

Markus Heinonen, Huibin Shen, Nicola Zamboni et al. · Bioinformatics · 2012 · 201 citations · Full text

Life Sciences, Biochemistry, Bioinformatics +15