Royston Goodacre

Molecular Biology · 2003–2021

A researcher in the Science corpus: 20 papers; trusts 19 researchers and is trusted by 22 researchers here, as inferred from the citation graph.

Subfields

• Molecular Biology — 221 citations into it; #1,962 of 17,773 by trust here, #2,170 by citations
• Spectroscopy — 62 citations into it; #1,390 of 1,674 by trust here, #750 by citations
• Analytical Chemistry — 42 citations into it; #602 of 1,254 by trust here, #193 by citations
• Statistics and Probability — 39 citations into it
• Artificial Intelligence — 27 citations into it
• Biophysics — 27 citations into it; #377 of 1,196 by trust here, #524 by citations
• Computational Theory and Mathematics — 18 citations into it
• Computer Vision and Pattern Recognition — 13 citations into it

Whom Royston Goodacre trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Oliver Fiehn
2. Bradley Efron
3. Warwick B. Dunn
4. David Broadhurst
5. Teuvo Kohonen
6. Douglas B. Kell
7. Minoru Kanehisa
8. Mikko Katajamaa
9. Johan Trygg
10. Robert Tibshirani

Who trusts Royston Goodacre overall

1. Warwick B. Dunn
2. Bradley Worley
3. David I. Ellis
4. Mikko Katajamaa
5. P. Gromski
6. David S. Wishart
7. Robert Powers
8. Katja Morgenthal
9. David Broadhurst
10. Matej Oresic

Papers from Royston Goodacre's perspective

Ordered by how strongly the researchers Royston Goodacre trusts endorse each paper. Same corpus, a different order for every researcher.

1. A functional genomics strategy that uses metabolome data to reveal the phenotype of silent mutations (Nature Biotechnology)
2. The large-scale organization of metabolic networks (Nature)
3. Metabolomics – the link between genotypes and phenotypes (Plant Molecular Biology)
4. Statistical strategies for avoiding false discoveries in metabolomics and related experiments (Metabolomics)
5. SMILES, a chemical language and information system. 1. Introduction to methodology and encoding rules
6. Random Forests
7. Potential of metabolomics as a functional genomics tool. (Trends in Plant Science)
8. Metabolomics in systems biology. (Annual Review of Plant Biology)
9. Robust Locally Weighted Regression and Smoothing Scatterplots
10. Learning internal representations by error propagation

Their papers

• Proposed minimum reporting standards for chemical analysis (2007) — 4,630 citations
• Proposed minimum reporting standards for data analysis in metabolomics (2007) — 435 citations
• Metabolomics by numbers: acquiring and understanding global metabolite data. (2004) — 1,254 citations
• Procedures for large-scale metabolic profiling of serum and plasma using gas chromatography and liquid chromatography coupled to mass spectrometry (2011) — 2,882 citations
• Identification of Novel Genes in Arabidopsis Involved in Secondary Cell Wall Formation Using Expression Profiling and Reverse Genetics (2005) — 822 citations
• The metabolomics standards initiative (MSI) (2007) — 481 citations
• Systems level studies of mammalian metabolomes: the roles of mass spectrometry and nuclear magnetic resonance spectroscopy. (2011) — 789 citations
• Metabolic Profiling: Its Role in Biomarker Discovery and Gene Function Analysis (2003) — 371 citations
• Metabolic fingerprinting as a diagnostic tool. (2007) — 378 citations
• Metabolic fingerprinting in disease diagnosis: biomedical applications of infrared and Raman spectroscopy. (2006) — 624 citations
• Guidelines and considerations for the use of system suitability and quality control samples in mass spectrometry assays applied in untargeted clinical metabolomic studies (2018) — 709 citations
• A tutorial review: Metabolomics and partial least squares-discriminant analysis--a marriage of convenience or a shotgun wedding. (2015) — 785 citations
• The role of reporting standards for metabolite annotation and identification in metabolomic studies (2013) — 419 citations
• Characterisation and identification of bacteria using SERS. (2008) — 373 citations
• Root functional traits explain root exudation rate and composition across a range of grassland species (2021) — 188 citations
• Present and Future of Surface-Enhanced Raman Scattering (2019) — 3,152 citations
• On Splitting Training and Validation Set: A Comparative Study of Cross-Validation, Bootstrap and Systematic Sampling for Estimating the Generalization Performance of Supervised Learning (2018) — 922 citations
• A comparison of Raman and FT-IR spectroscopy for the prediction of meat spoilage (2013) — 134 citations
• Evaluation of extraction processes for intracellular metabolite profiling of mammalian cells: matching extraction approaches to cell type and metabolite targets (2010) — 104 citations
• Discrimination of bacteria using surface-enhanced Raman spectroscopy. (2004) — 628 citations