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Publications:  Mr David Watson

Nicholls HL, John CR, Watson DS, Munroe PB, Barnes MR, Cabrera CP(2020). Reaching the End-Game for GWAS: Machine Learning Approaches for the Prioritization of Complex Disease Loci. Frontiers in Genetics vol. 11,
Watson DS, Floridi L(2020). The explanation game: a formal framework for interpretable machine learning. Synthese: an international journal for epistemology, methodology and philosophy of science
John CR, Watson D, Barnes MR, Pitzalis C, Lewis MJ(2020). Spectrum: Fast density-aware spectral clustering for single and multi-omic data. Bioinformatics vol. 36, (4) 1159-1166.
John CR, Watson D, Russ D, Goldmann K, Ehrenstein M, Pitzalis C, Lewis M, Barnes M(2020). M3C: Monte Carlo reference-based consensus clustering. Scientific Reports vol. 10, (1)
Watson D(2019). The Rhetoric and Reality of Anthropomorphism in Artificial Intelligence. Minds and Machines: journal for artificial intelligence, philosophy and cognitive sciences vol. 29, (3) 417-440.
Lewis MJ, Barnes MR, Blighe K, Goldmann K, Rana S, Hackney JA, Ramamoorthi N, John CR et al.(2019). Molecular Portraits of Early Rheumatoid Arthritis Identify Clinical and Treatment Response Phenotypes. Cell Reports vol. 28, 2455-2470.
Foulkes AC, Watson DS, Carr DF, Kenny JG, Slidel T, Parslew R, Pirmohamed M, PSORT Consortium et al.(2019). A Framework for Multi-Omic Prediction of Treatment Response to Biologic Therapy for Psoriasis. J Invest Dermatol vol. 139, (1) 100-107.
Öhman CJ, Watson D(2019). Are the dead taking over Facebook? A Big Data approach to the future of death online. Big Data and Society vol. 6, (1)
Watson DS, Krutzinna J, Bruce IN, Griffiths CEM, McInnes IB, Barnes MR, Floridi L(2019). Clinical applications of machine learning algorithms: Beyond the black box. BMJ (Online) vol. 364,
O¿Toole SM, Watson DS, Novoselova TV, Romano LEL, King PJ, Bradshaw TY, Thompson CL, Knight MM et al.(2019). Oncometabolite induced primary cilia loss in pheochromocytoma. Endocrine-Related Cancer vol. 26, (1) 165-180.
Cope AP, Barnes MR, Belson A, Binks M, Brockbank S, Bonachela-Capdevila F, Carini C, Fisher BA et al.(2018). The RA-MAP Consortium: a working model for academia-industry collaboration. Nat Rev Rheumatol vol. 14, (1) 53-60.
Kapil V, Rathod KS, Khambata RS, Bahra M, Velmurugan S, Purba A, S. Watson D, Barnes MR et al.(2018). Sex differences in the nitrate-nitrite-NO <sup>•</sup> pathway: Role of oral nitrate-reducing bacteria. Free Radical Biology and Medicine vol. 126, 113-121.
Foulkes AC, Watson DS, Barnes MR(2018). Bioinformatics for dermatology: why we should learn about code. Br J Dermatol vol. 178, (4) 984-984.
Watson D, Floridi L(2018). Crowdsourced science: sociotechnical epistemology in the e-research paradigm. Synthese vol. 195, (2) 741-764.
Foulkes AC, Watson DS, Griffiths CEM, Warren RB, Huber W, Barnes MR(2017). Research Techniques Made Simple: Bioinformatics for Genome-Scale Biology. Journal of Investigative Dermatology vol. 137, (9) e163-e168.
Cabrera CP, Manson J, Shepherd JM, Torrance HD, Watson D, Longhi MP, Hoti M, Patel MB et al.(2017). Signatures of inflammation and impending multiple organ dysfunction in the hyperacute phase of trauma: A prospective cohort study. PLoS Medicine vol. 14, (7)
Foulkes AC, Watson DS, Rattray NJ, Donaldson M, Goodacre R, Reynolds N, Griffiths CE, Warren RB et al. (2016). Systems biology approach to the analysis of pharmacogenomic data in psoriasis. JOURNAL OF INVESTIGATIVE DERMATOLOGY. vol. 136, S167-S167.
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