Dr Keefe Murphy

Biography
Research Interests
Peer Reviewed Journals
Year | Publication | |
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2021 | 'Clustering longitudinal life-course sequences using mixtures of exponential-distance models'
Murphy K.;Murphy T.B.;Piccarreta R.;Gormley I.C. (2021) 'Clustering longitudinal life-course sequences using mixtures of exponential-distance models'. Journal of the Royal Statistical Society. Series A, (Statistics in Society), 184 (4):1414-1451 [DOI] [Details] |
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2020 | 'Gaussian parsimonious clustering models with covariates and a noise component'
Murphy K.;Murphy T.B. (2020) 'Gaussian parsimonious clustering models with covariates and a noise component'. Advances in Data Analysis and Classification, 14 (2):293-325 [DOI] [full-text] [Details] |
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2020 | 'Infinite mixtures of infinite factor analysers'
Murphy K.;Viroli C.;Gormley I.C. (2020) 'Infinite mixtures of infinite factor analysers'. Bayesian Analysis, 15 (3):937-963 [DOI] [full-text] [Details] |
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2018 | 'Integrating biomarkers across omic platforms: an approach to improve stratification of patients with indolent and aggressive prostate cancer'
Murphy K.;Murphy T.B.;Boyce S.;Flynn L.;Gilgunn S.;O'Rourke C.J.;Rooney C.;Stöckmann H.;Walsh A.L.;Finn S.;O'Kennedy R.J.;O'Leary J.;Pennington S.R.;Perry A.S.;Rudd P.M.;Saldova R.;Sheils O;Shields D.C.;Watson R.W.; (2018) 'Integrating biomarkers across omic platforms: an approach to improve stratification of patients with indolent and aggressive prostate cancer'. Molecular Oncology, 12 (9) [DOI] [Details] |
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2020 | 'Glycosylation in Indolent, Significant and Aggressive Prostate Cancer by Automated High-Throughput N-Glycan Profiling'
Gilgunn, S;Murphy, K;Stockmann, H;Conroy, PJ;Murphy, TB;Watson, RW;O'Kennedy, RJ;Rudd, PM;Saldova, R (2020) 'Glycosylation in Indolent, Significant and Aggressive Prostate Cancer by Automated High-Throughput N-Glycan Profiling'. International Journal of Molecular Sciences, 21 [DOI] [full-text] [Details] |
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2020 | 'A risk calculator to inform the need for a prostate biopsy: a rapid access clinic cohort'
Jalali A;Foley RW;Maweni RM;Murphy K;Lundon DJ;Lynch T;Power R;O'Brien F;O'Malley KJ;Galvin DJ;Durkan GC;Murphy TB;Watson RW; (2020) 'A risk calculator to inform the need for a prostate biopsy: a rapid access clinic cohort'. BMC Medical Informatics and Decision Making, 20 (1) [DOI] [full-text] [Details] |
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2017 | 'The role of epithelial-mesenchymal transition drivers ZEB1 and ZEB2 in mediating docetaxel-resistant prostate cancer'
Hanrahan K;O'Neill A;Prencipe M;Bugler J;Murphy L;Fabre A;Puhr M;Culig Z;Murphy K;Watson RW; (2017) 'The role of epithelial-mesenchymal transition drivers ZEB1 and ZEB2 in mediating docetaxel-resistant prostate cancer'. Molecular Oncology, 11 (3) [DOI] [Details] |
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2016 | 'European Randomised Study of Screening for Prostate Cancer (ERSPC) risk calculators significantly outperform the Prostate Cancer Prevention Trial (PCPT) 2.0 in the prediction of prostate cancer: a multi-institutional study'
Foley RW;Maweni RM;Gorman L;Murphy K;Lundon DJ;Durkan G;Power R;O'Brien F;O'Malley KJ;Galvin DJ;Brendan Murphy T;William Watson R; (2016) 'European Randomised Study of Screening for Prostate Cancer (ERSPC) risk calculators significantly outperform the Prostate Cancer Prevention Trial (PCPT) 2.0 in the prediction of prostate cancer: a multi-institutional study'. BJU International, 118 (5) [DOI] [Details] |
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2016 | 'Improving multivariable prostate cancer risk assessment using the Prostate Health Index'
Foley RW;Gorman L;Sharifi N;Murphy K;Moore H;Tuzova AV;Perry AS;Murphy TB;Lundon DJ;Watson RW; (2016) 'Improving multivariable prostate cancer risk assessment using the Prostate Health Index'. BJU International, 117 (3) [DOI] [Details] |
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2015 | 'Predicting prostate cancer: analysing the clinical efficacy of prostate cancer risk calculators in a referral population'
Foley RW;Lundon DJ;Murphy K;Murphy TB;Galvin DJ;Watson RW; (2015) 'Predicting prostate cancer: analysing the clinical efficacy of prostate cancer risk calculators in a referral population'. Irish Journal of Medical Science, 184 (3) [DOI] [Details] |
Computer Program
Year | Publication | |
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2020 | MEDseq: Mixtures of Exponential-Distance Models with Covariates.
Murphy, K.; Murphy, T.B.; Piccarreta, R.; Gormley, I.C. (2020) MEDseq: Mixtures of Exponential-Distance Models with Covariates. Computer Program [Details] |
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2020 | MoEClust: Gaussian Parsimonious Clustering Models with Covariates and a Noise Component.
Murphy K.;Murphy T.B. (2020) MoEClust: Gaussian Parsimonious Clustering Models with Covariates and a Noise Component. Computer Program [Details] |
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2020 | IMIFA: Infinite Mixtures of Infinite Factor Analysers and Related Models.
Murphy K.;Viroli C.;Gormley I.C. (2020) IMIFA: Infinite Mixtures of Infinite Factor Analysers and Related Models. Computer Program [Details] |
Honours and Awards
Year | Title | Awarding Body | |
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2020 | Distinguished Dissertation Award | The Classification Society |
Education
Year | Institution | Qualification | Subject | |
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2019 | University College Dublin | Doctor of Philosophy | Statistics | |
2014 | University College Dublin | Master of Science | Statistics | |
2012 | University of Limerick | Bachelor of Science | Economics & Mathematics |
Reviews
Journal | Role | |
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Advances In Data Analysis And Classification | Reviewer | |
Annals Of Applied Statistics | Reviewer | |
Australian And New Zealand Journal Of Statistics | Reviewer | |
Communications In Statistics Part B: Simulation And Computation | Reviewer | |
Computational Statistics And Data Analysis | Reviewer | |
International Journal Of Computer Applications In Technology | Reviewer | |
Journal Of Computational And Graphical Statistics | Reviewer | |
Scandinavian Journal Of Statistics | Reviewer | |
Statistical Analysis And Data Mining | Reviewer | |
Statistics And Computing | Reviewer |