The benefits and pitfalls of machine learning for biomarker discovery von Ng, Sandra, Masarone, Sara, Watson, David, Barnes, Michael R.

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Spectrum: fast density-aware spectral clustering for single and multi-omic data von John, Christopher R, Watson, David, Barnes, Michael R, Pitzalis, Costantino, Lewis, Myles J

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Ethnic differences in early onset multimorbidity and associations with health service use, long-term prescribing, years of life lost, and mortality: A cross-sectional study using c... von Eto, Fabiola, Samuel, Miriam, Henkin, Rafael, Mahesh, Meera, Ahmad, Tahania, Angdembe, Alisha, Hamish McAllister-Williams, R, Missier, Paolo, J. Reynolds, Nick, R. Barnes, Michael, Hull, Sally, Finer, Sarah, Mathur, Rohini

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Signatures of inflammation and impending multiple organ dysfunction in the hyperacute phase of trauma: A prospective cohort study von Cabrera, Claudia P, Manson, Joanna, Shepherd, Joanna M, Torrance, Hew D, Watson, David, Longhi, M Paula, Hoti, Mimoza, Patel, Minal B, O'Dwyer, Michael, Nourshargh, Sussan, Pennington, Daniel J, Barnes, Michael R, Brohi, Karim

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Reaching the End-Game for GWAS: Machine Learning Approaches for the Prioritization of Complex Disease Loci von Nicholls, Hannah L, John, Christopher R, Watson, David S, Munroe, Patricia B, Barnes, Michael R, Cabrera, Claudia P

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Advances in Blood Pressure Genomics von Munroe, Patricia B, Barnes, Michael R, Caulfield, Mark J

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Characterizing Nature and Participant Experience in Studies of Nature Exposure for Positive Mental Health: An Integrative Review von Barnes, Michael R, Donahue, Marie L, Keeler, Bonnie L, Shorb, Cameron M, Mohtadi, Tara Z, Shelby, Lacy J

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Enhanced NF-κB signaling in type-2 dendritic cells at baseline predicts non-response to adalimumab in psoriasis von Andres-Ejarque, Rosa, Ale, Hira Bahadur, Grys, Katarzyna, Tosi, Isabella, Solanky, Shane, Ainali, Chrysanthi, Catak, Zeynep, Sreeneebus, Hemawtee, Saklatvala, Jake, Dand, Nick, de Rinaldis, Emanuele, Chapman, Anna, Nestle, Frank O., Barnes, Michael R., Warren, Richard B., Reynolds, Nick J., Griffiths, Christopher E. M., Barker, Jonathan N., Smith, Catherine H., Di Meglio, Paola

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Genome-Wide Pharmacogenetics of Antidepressant Response in the GENDEP Project von Uher, Rudolf, Perroud, Nader, Ng, Mandy Y.M., Hauser, Joanna, Henigsberg, Neven, Maier, Wolfgang, Mors, Ole, Placentino, Anna, Rietschel, Marcella, Souery, Daniel, Žagar, Tina, Czerski, Piotr M., Jerman, Borut, Larsen, Erik Roj, Schulze, Thomas G., Zobel, Astrid, Cohen-Woods, Sarah, Pirlo, Katrina, Butler, Amy W., Muglia, Pierandrea, Barnes, Michael R., Lathrop<, Mark, Farmer, Anne, Breen, Gerome, Aitchison, Katherine J., Craig, Ian, Lewis, Cathryn M., McGuffin, Peter

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IGSF10 mutations dysregulate gonadotropin‐releasing hormone neuronal migration resulting in delayed puberty von Howard, Sasha R, Guasti, Leonardo, Ruiz‐Babot, Gerard, Mancini, Alessandra, David, Alessia, Storr, Helen L, Metherell, Lousie A, Sternberg, Michael JE, Cabrera, Claudia P, Warren, Helen R, Barnes, Michael R, Quinton, Richard, de Roux, Nicolas, Young, Jacques, Guiochon‐Mantel, Anne, Wehkalampi, Karoliina, André, Valentina, Gothilf, Yoav, Cariboni, Anna, Dunkel, Leo

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Gene Ranking of RNA-Seq Data via Discriminant Non-Negative Matrix Factorization von Jia, Zhilong, Zhang, Xiang, Guan, Naiyang, Bo, Xiaochen, Barnes, Michael R, Luo, Zhigang

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Transcription and pathway analysis of the superior temporal cortex and anterior prefrontal cortex in schizophrenia von Barnes, Michael R., Huxley-Jones, Julie, Maycox, Peter R., Lennon, Mark, Thornber, Amy, Kelly, Fiona, Bates, Stewart, Taylor, Adam, Reid, Juliet, Jones, Neil, Schroeder, Jörn, Scorer, Carol A., Davies, Ceri, Hagan, Jim J., Kew, James N.C., Angelinetta, Claire, Akbar, Tariq, Hirsch, Steven, Mortimer, Ann M., Barnes, Thomas R.E., de Belleroche, Jackie

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Genome-Wide Association Study of Major Recurrent Depression in the U.K. Population von Lewis, Cathryn M., Ng, Mandy Y., Butler, Amy W., Cohen-Woods, Sarah, Uher, Rudolf, Pirlo, Katrina, Weale, Michael E., Schosser, Alexandra, Paredes, Ursula M., Rivera, Margarita, Craddock, Nicholas, Owen, Mike J., Jones, Lisa, Jones, Ian, Korszun, Ania, Aitchison, Katherine J., Shi, Jianxin, Quinn, John P., MacKenzie, Alasdair, Vollenweider, Peter, Waeber, Gerard, Heath, Simon, Lathrop, Mark, Muglia, Pierandrea, Barnes, Michael R., Whittaker, John C., Tozzi, Federica, Holsboer, Florian, Preisig, Martin, Farmer, Anne E., Breen, Gerome, Craig, Ian W., McGuffin, Peter

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A Bayesian method to incorporate hundreds of functional characteristics with association evidence to improve variant prioritization von Gagliano, Sarah A, Barnes, Michael R, Weale, Michael E, Knight, Jo

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Clinical applications of machine learning algorithms: beyond the black box von Watson, David S, Krutzinna, Jenny, Bruce, Ian N, Griffiths, Christopher EM, McInnes, Iain B, Barnes, Michael R, Floridi, Luciano

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Prescribers' perspectives: The impact of the controlled substance scheduling system on providing optimal patient care von Barnes, Michael R., Luo, Yijia, Parker, Jonathon M., Shepler, Brian M.

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Author Correction: Enhanced NF-κB signaling in type-2 dendritic cells at baseline predicts non-response to adalimumab in psoriasis von Andres-Ejarque, Rosa, Ale, Hira Bahadur, Grys, Katarzyna, Tosi, Isabella, Solanky, Shane, Ainali, Chrysanthi, Catak, Zeynep, Sreeneebus, Hemawtee, Saklatvala, Jake, Dand, Nick, de Rinaldis, Emanuele, Chapman, Anna, Nestle, Frank O., Barnes, Michael R., Warren, Richard B., Reynolds, Nick J., Griffiths, Christopher E. M., Barker, Jonathan N., Smith, Catherine H., Di Meglio, Paola

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AI approaches for the discovery and validation of drug targets von Wenteler, Aaron, Cabrera, Claudia P, Wei, Wei, Neduva, Victor, Barnes, Michael R

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“Nothing Beats Nature”: Park Visitor Preferences for Natural Turfgrass and Artificial Turf: A Case Study von Barnes, Michael R., Watkins, Eric

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The successes and challenges of harmonising juvenile idiopathic arthritis (JIA) datasets to create a large-scale JIA data resource von Lawson-Tovey, Saskia, Smith, Samantha Louise, Geifman, Nophar, Shoop-Worrall, Stephanie, Ng, Sandra, Barnes, Michael R, Wedderburn, Lucy R, Hyrich, Kimme L

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