Development of a novel machine learning model to predict presence of nonalcoholic steatohepatitis von Docherty, Matt, Regnier, Stephane A, Capkun, Gorana, Balp, Maria-Magdalena, Ye, Qin, Janssens, Nico, Tietz, Andreas, Löffler, Jürgen, Cai, Jennifer, Pedrosa, Marcos C, Schattenberg, Jörn M

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NASHmap: clinical utility of a machine learning model to identify patients at risk of NASH in real-world settings von Schattenberg, Jörn M., Balp, Maria-Magdalena, Reinhart, Brenda, Tietz, Andreas, Regnier, Stephane A., Capkun, Gorana, Ye, Qin, Loeffler, Jürgen, Pedrosa, Marcos C., Docherty, Matt

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Identification of Fast Progressors Among Patients With Nonalcoholic Steatohepatitis Using Machine Learning von Schattenberg, Jörn M, Balp, Maria-Magdalena, Reinhart, Brenda, Porwal, Sanchita, Tietz, Andreas, Pedrosa, Marcos C, Docherty, Matt

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Predictive modelling to identify and characterize fast progressors among patients with non-alcoholic steatohepatitis (NASH) von Reinhart, Brenda, Docherty, Matt, Balp, Maria Magdalena, Régnier, Stephane, Tietz, Andreas, Cai, Jennifer, Porwal, Sanchita, Pedrosa, Marcos, Schattenberg, Jörn M.

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FRI008 - Predictive modelling to identify and characterize fast progressors among patients with non-alcoholic steatohepatitis (NASH) von Reinhart, Brenda, Docherty, Matt, Balp, Maria Magdalena, Régnier, Stephane, Tietz, Andreas, Cai, Jennifer, Porwal, Sanchita, Pedrosa, Marcos, Schattenberg, Jörn M.

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1055-P: The Machine Learning Prediction Model NASHmap Identifies Higher Insulin Resistance in Type 2 Diabetes Mellitus (T2DM) Patients at Risk for Nonalcoholic Steatohepatitis (NAS... von TIETZ, ANDREAS, BADER, GIOVANNI, DOCHERTY, MATT, REINHART, BRENDA, BALP, MARIA-MAGDALENA, PEDROSA, MARCOS, ACHARYA, SANDIP K., LOEFFLER, JUERGEN, SCHATTENBERG, JÖRN M.

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1487-P: Increased Identification of NASH among Diabetic and Nondiabetic Patients through Machine Learning in Real-World Settings von DOCHERTY, MATT, TIETZ, ANDREAS, REGNIER, STEPHANE A., BALP, MARIA-MAGDALENA, CAPKUN, GORANA, LOEFFLER, JUERGEN, PEDROSA, MARCOS, SCHATTENBERG, JÖRN M.

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A Randomized Trial of Epinephrine in Out-of-Hospital Cardiac Arrest von Perkins, Gavin D, Ji, Chen, Deakin, Charles D, Quinn, Tom, Nolan, Jerry P, Scomparin, Charlotte, Regan, Scott, Long, John, Slowther, Anne, Pocock, Helen, Black, John J.M, Moore, Fionna, Fothergill, Rachael T, Rees, Nigel, O’Shea, Lyndsey, Docherty, Mark, Gunson, Imogen, Han, Kyee, Charlton, Karl, Finn, Judith, Petrou, Stavros, Stallard, Nigel, Gates, Simon, Lall, Ranjit

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Post-activation potentiation : Underlying physiology and implications for motor performance von HODGSON, Matt, DOCHERTY, David, ROBBINS, Dan

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Liberal or Restrictive Transfusion Strategy in Patients with Traumatic Brain Injury von Turgeon, Alexis F., Fergusson, Dean A., Clayton, Lucy, Patton, Marie-Pier, Neveu, Xavier, Walsh, Timothy S., Docherty, Annemarie, Malbouisson, Luiz M., Pili-Floury, Sébastien, English, Shane W., Zarychanski, Ryan, Moore, Lynne, Bonaventure, Paule Lessard, Laroche, Vincent, Verret, Michael, Scales, Damon C., Adhikari, Neill K. J., Greenbaum, Jonathan, Kramer, Andreas, Rey, Vanesa Garnelo, Ball, Ian, Khwaja, Kosar, Wise, Matt, Harvey, Daniel, Lamontagne, François, Chabanne, Russell, Algird, Almunder, Krueper, Stephan, Pottecher, Julien, Zeiler, Frederick, Rhodes, Jonathan, Rigamonti, Andrea, Burns, Karen E. A., Marshall, John, Griesdale, Donald E., Sisconetto, Laís Silva, Kutsogiannis, Demetrios J., Roger, Claire, Green, Robert, Boyd, J. Gordon, Wright, Judith, Charbonney, Emmanuel, Nair, Priya, Astles, Timothy, Sy, Eric, Hébert, Paul C., Chassé, Michael, Gomez, Alwyn, Ramsay, Tim, Taljaard, Monica, Fox-Robichaud, Alison, Tinmouth, Alan, St-Onge, Maude, Costerousse, Olivier, Lauzier, François

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Transancestral GWAS of alcohol dependence reveals common genetic underpinnings with psychiatric disorders von Walters, Raymond K., Polimanti, Renato, Adkins, Amy E., Aliev, Fazil, Bertelsen, Sarah, Biernacka, Joanna M., Bigdeli, Tim B., Chen, Li-Shiun, Degenhardt, Franziska, Docherty, Anna R., Foo, Jerome C., Frank, Josef, Gordon, Scott, Hartmann, Annette M., Hartz, Sarah M., Herms, Stefan, Hoffmann, Per, Jan Hottenga, Jouke, Konte, Bettina, Lahti, Jari, Lahti-Pulkkinen, Marius, Ligthart, Lannie, Loukola, Anu, Mbarek, Hamdi, McQueen, Matthew B., Milaneschi, Yuri, Palviainen, Teemu, Pearson, John F., Ripatti, Samuli, Salvatore, Jessica E., Schwandt, Melanie, Sherva, Richard, Webb, Bradley T., Wedow, Robbee, Wetherill, Leah, Wills, Amanda G., Chen, Danfeng, Choi, Doo-Sup, Copeland, William E., Dahmen, Norbert, Degenhardt, Louisa, Domingue, Benjamin W., Elson, Sarah L., Gäbel, Wolfgang, Ising, Marcus, Keyes, Margaret, Kiefer, Falk, Lucae, Susanne, Lynskey, Michael T., Maier, Wolfgang, Männistö, Satu, Nurnberger, John I., Palotie, Aarno, Preuss, Ulrich, Ridinger, Monika, Scherbaum, Norbert, Schuckit, Marc A., Soyka, Michael, Treutlein, Jens, Wodarz, Norbert, Adkins, Daniel E., Boden, Joseph M., Boomsma, Dorret I., Brown, Sandra A., Bucholz, Kathleen K., Cichon, Sven, Costello, E. Jane, Diazgranados, Nancy, Eriksson, Johan G., Foroud, Tatiana M., Gillespie, Nathan A., Hesselbrock, Victor, Hewitt, John K., Horwood, John, Johnson, Eric O., Kaprio, Jaakko A., Kendler, Kenneth S., Krauter, Kenneth, Lichtenstein, Paul, Lind, Penelope A., McGue, Matt, MacKillop, James, Madden, Pamela A. F., Martin, Nicholas G., Medland, Sarah E., Nöthen, Markus M., Palmer, Abraham A., Penninx, Brenda W. J. H., Porjesz, Bernice, Rice, John P., Rietschel, Marcella, Riley, Brien P., Rujescu, Dan, Shen, Pei-Hong, Silberg, Judy, Stallings, Michael C., Tarter, Ralph E., Vrieze, Scott, Wall, Tamara L., Whitfield, John B.

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Cost-effectiveness of adrenaline for out-of-hospital cardiac arrest von Achana, Felix, Petrou, Stavros, Madan, Jason, Khan, Kamran, Ji, Chen, Hossain, Anower, Lall, Ranjit, Slowther, Anne-Marie, Deakin, Charles D, Quinn, Tom, Nolan, Jerry P, Pocock, Helen, Rees, Nigel, Smyth, Michael, Gates, Simon, Gardiner, Dale, Perkins, Gavin D

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UK endoscopy workload and workforce patterns: is there potential to increase capacity? A BSG analysis of the National Endoscopy Database von Beaton, David, Sharp, Linda, Trudgill, Nigel John, Thoufeeq, Mo, Nicholson, Brian D, Rogers, Peter, Docherty, James, Penman, Ian D, Rutter, Matt

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T61SUICIDE DEATHS SELECTED FOR GENETIC RISK: POLYGENIC RISK SCORE CHARACTERISTICS AND HIGH-IMPACT SEQUENCE VARIANTS von Coon, Hilary, Shabalin, Andrey, DiBlasi, Emily, Keeshin, Brooks, Bakian, Amanda, Ferris, Elliott, Callor, William B, Velinder, Matt, Pedersen, Brent, Christensen, Erik, Quinlan, Aaron, Marth, Gabor, Li, Qingqin, Gray, Douglas, Docherty, Anna

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Structural Validity of the Posttraumatic Stress Disorder Checklist Among College Students With a Trauma History von Elhai, Jon D., Gray, Matt J., Docherty, Anna R., Kashdan, Todd B., Kose, Samet

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Heterogeneous Ground and Air Platforms, Homogeneous Sensing: Team CSIRO Data61's Approach to the DARPA Subterranean Challenge von Hudson, Nicolas, Talbot, Fletcher, Cox, Mark, Williams, Jason, Hines, Thomas, Pitt, Alex, Wood, Brett, Frousheger, Dennis, Katrina Lo Surdo, Molnar, Thomas, Steindl, Ryan, Wildie, Matt, Sa, Inkyu, Kottege, Navinda, Stepanas, Kazys, Hernandez, Emili, Catt, Gavin, Docherty, William, Tidd, Brendan, Tam, Benjamin, Murrell, Simon, Bessell, Mitchell, Hanson, Lauren, Tychsen-Smith, Lachlan, Suzuki, Hajime, Overs, Leslie, Kendoul, Farid, Wagner, Glenn, Palmer, Duncan, Milani, Peter, O'Brien, Matthew, Jiang, Shu, Chen, Shengkang, Arkin, Ronald C

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