Scaling Heteroscedastic Classifiers for Large Numbers of Classes von Mustafa, Basil, Collier, Mark Patrick, Houlsby, Neil Matthew Tinmouth, Jenatton, Rodolphe René Willy, Kokiopoulou, Effrosyni, Berent, Jesse

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Scaling Vision Transformers to 22 Billion Parameters von Dehghani, Mostafa, Djolonga, Josip, Mustafa, Basil, Padlewski, Piotr, Heek, Jonathan, Gilmer, Justin, Steiner, Andreas, Caron, Mathilde, Geirhos, Robert, Alabdulmohsin, Ibrahim, Jenatton, Rodolphe, Beyer, Lucas, Tschannen, Michael, Arnab, Anurag, Wang, Xiao, Riquelme, Carlos, Minderer, Matthias, Puigcerver, Joan, Evci, Utku, Kumar, Manoj, van Steenkiste, Sjoerd, Elsayed, Gamaleldin F, Mahendran, Aravindh, Yu, Fisher, Oliver, Avital, Huot, Fantine, Bastings, Jasmijn, Collier, Mark Patrick, Gritsenko, Alexey, Birodkar, Vighnesh, Vasconcelos, Cristina, Tay, Yi, Mensink, Thomas, Kolesnikov, Alexander, Pavetić, Filip, Tran, Dustin, Kipf, Thomas, Lučić, Mario, Zhai, Xiaohua, Keysers, Daniel, Harmsen, Jeremiah, Houlsby, Neil

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Scaling Vision Transformers to 22 Billion Parameters von Dehghani, Mostafa, Djolonga, Josip, Mustafa, Basil, Padlewski, Piotr, Heek, Jonathan, Gilmer, Justin, Steiner, Andreas, Caron, Mathilde, Geirhos, Robert, Ibrahim Alabdulmohsin, Jenatton, Rodolphe, Beyer, Lucas, Tschannen, Michael, Arnab, Anurag, Wang, Xiao, Riquelme, Carlos, Minderer, Matthias, Puigcerver, Joan, Evci, Utku, Kumar, Manoj, Sjoerd van Steenkiste, Elsayed, Gamaleldin F, Mahendran, Aravindh, Fisher, Yu, Oliver, Avital, Huot, Fantine, Bastings, Jasmijn, Collier, Mark Patrick, Gritsenko, Alexey, Birodkar, Vighnesh, Vasconcelos, Cristina, Tay, Yi, Mensink, Thomas, Kolesnikov, Alexander, Pavetić, Filip, Tran, Dustin, Kipf, Thomas, Lučić, Mario, Zhai, Xiaohua, Keysers, Daniel, Harmsen, Jeremiah, Houlsby, Neil

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Cutting edge: influence of Tmevpg1, a long intergenic noncoding RNA, on the expression of Ifng by Th1 cells von Collier, Sarah P, Collins, Patrick L, Williams, Christopher L, Boothby, Mark R, Aune, Thomas M

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The effect of spironolactone on cardiovascular function and markers of fibrosis in people at increased risk of developing heart failure: the heart ‘OMics’ in AGEing (HOMAGE) random... von Cleland, John G F, Ferreira, João Pedro, Mariottoni, Beatrice, Pellicori, Pierpaolo, Cuthbert, Joe, Verdonschot, Job A J, Petutschnigg, Johannes, Ahmed, Fozia Z, Cosmi, Franco, Brunner La Rocca, Hans-Peter, Mamas, Mamas A, Clark, Andrew L, Edelmann, Frank, Pieske, Burkert, Khan, Javed, McDonald, Ken, Rouet, Philippe, Staessen, Jan A, Mujaj, Blerim, González, Arantxa, Diez, Javier, Hazebroek, Mark, Heymans, Stephane, Latini, Roberto, Grojean, Stéphanie, Pizard, Anne, Girerd, Nicolas, Rossignol, Patrick, Collier, Tim J, Zannad, Faiez

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Persistent C-peptide secretion in Type 1 diabetes and its relationship to the genetic architecture of diabetes von McKeigue, Paul M, Spiliopoulou, Athina, McGurnaghan, Stuart, Colombo, Marco, Blackbourn, Luke, McDonald, Timothy J, Onengut-Gomuscu, Suna, Rich, Stephen S, A Palmer, Colin N, McKnight, John A, J Strachan, Mark W, Patrick, Alan W, Chalmers, John, Lindsay, Robert S, Petrie, John R, Thekkepat, Sandeep, Collier, Andrew, MacRury, Sandra, Colhoun, Helen M

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Clinical Impact of Residual C-Peptide Secretion in Type 1 Diabetes on Glycemia and Microvascular Complications von Jeyam, Anita, Colhoun, Helen, McGurnaghan, Stuart, Blackbourn, Luke, McDonald, Timothy J, Palmer, Colin N A, McKnight, John A, Strachan, Mark W J, Patrick, Alan W, Chalmers, John, Lindsay, Robert S, Petrie, John R, Thekkepat, Sandeep, Collier, Andrew, MacRury, Sandra, McKeigue, Paul M

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Targeted DNA Methylation Profiling of Human Cardiac Tissue Reveals Novel Epigenetic Traits and Gene Deregulation Across Different Heart Failure Patient Subtypes von Glezeva, Nadezhda, Moran, Bruce, Collier, Patrick, Moravec, Christine S, Phelan, Dermot, Donnellan, Eoin, Russell-Hallinan, Adam, O'Connor, Darran P, Gallagher, William M, Gallagher, Joe, McDonald, Kenneth, Ledwidge, Mark, Baugh, John, Das, Sudipto, Watson, Chris J

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Circulating biomarkers for management of cancer therapeutics-related cardiac dysfunction von Tonry, Claire, Russell-Hallinan, Adam, McCune, Claire, Collier, Patrick, Harbinson, Mark, Dixon, Lana, Watson, Chris J

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Biological insights from 108 schizophrenia-associated genetic loci von Neale, Benjamin M, Pers, Tune H, Agartz, Ingrid, Agerbo, Esben, Amin, Farooq, Bergen, Sarah E, Bigdeli, Tim B, Buckner, Randy L, Cai, Guiqing, Catts, Stanley V, Chan, Raymond C. K, Chen, Eric Y. H, Cheng, Wei, Cheung, Eric F. C, Ann Chong, Siow, Robert Cloninger, C, Cohen, Nadine, Crowley, James J, Davidson, Michael, Davis, Kenneth L, Del Favero, Jurgen, Demontis, Ditte, Dinan, Timothy, Djurovic, Srdjan, Drapeau, Elodie, Eriksson, Johan, Escott-Price, Valentina, Friedl, Marion, Fromer, Menachem, Genovese, Giulio, Georgieva, Lyudmila, Giusti-Rodriguez, Paola, Gopal, Srihari, Gratten, Jacob, Hammer, Christian, Hofman, Andrea, Hougaard, David M, Julia, Antonio, Klovins, Janis, Ausrele Kucinskiene, Zita, Hong Lee, S, Lerer, Bernard, Limborska, Svetlana, Lubinski, Jan, Macek Jr, Milan, Magnusson, Patrik K. E, Mattheisen, Manuel, McDonald, Colm, Michie, Patricia T, Milanova, Vihra, Mokrab, Younes, Muller-Myhsok, Bertram, Nenadic, Igor, Nordin, Annelie, Van Os, Jim, Endophenotypes International Consortium, Psychosis, Parkhomenko, Elena, Pejovic-Milovancevic, Milica, Pimm, Jonathan, Price, Alkes, Purcell, Shaun M, Quested, Digby, Rasmussen, Henrik B, Roffman, Joshua L, Schubert, Christian R, Schwab, Sibylle G, Scott, Rodney J, Seidman, Larry J, Silverman, Jeremy M, Smoller, Jordan W, Steinberg, Stacy, Strengman, Eric, Strohmaier, Jana, Svrakic, Dragan M, Soderman, Erik, Thirumalai, Srinivas, Toncheva, Draga, Tosato, Sarah, Veijola, Juha, Walsh, Dermot, Weiser, Mark, Wolen, Aaron R, Zheng, Xuebin, Wray, Naomi R, Visscher, Peter M, Trust Case-Control Consortium, Wellcome, Andreassen, Ole A, Blackwood, Douglas H. R, Esko, Tonu, Gill, Michael, Jablensky, Assen V, McCarroll, Steven A, Mowry, Bryan J, Owen, Michael J, Pato, Carlos N, Posthuma, Danielle, Rujescu, Dan, Sham, Pak C, Sklar, Pamela, St Clair, David

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Hypoxia-induced epigenetic modifications are associated with cardiac tissue fibrosis and the development of a myofibroblast-like phenotype von Watson, Chris J, Collier, Patrick, Tea, Isaac, Neary, Roisin, Watson, Jenny A, Robinson, Claire, Phelan, Dermot, Ledwidge, Mark T, McDonald, Kenneth M, McCann, Amanda, Sharaf, Osama, Baugh, John A

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Efficacy of Liraglutide for Weight Loss Among Patients With Type 2 Diabetes: The SCALE Diabetes Randomized Clinical Trial von Davies, Melanie J, Bergenstal, Richard, Bode, Bruce, Kushner, Robert F, Lewin, Andrew, Skjøth, Trine Vang, Andreasen, Arne Haahr, Jensen, Christine Bjørn, DeFronzo, Ralph A

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Genetic and functional analyses of SHANK2 mutations suggest a multiple hit model of autism spectrum disorders von Leblond, Claire S, Heinrich, Jutta, Delorme, Richard, Proepper, Christian, Betancur, Catalina, Huguet, Guillaume, Konyukh, Marina, Chaste, Pauline, Ey, Elodie, Rastam, Maria, Anckarsäter, Henrik, Nygren, Gudrun, Gillberg, I Carina, Melke, Jonas, Toro, Roberto, Regnault, Beatrice, Fauchereau, Fabien, Mercati, Oriane, Lemière, Nathalie, Skuse, David, Poot, Martin, Holt, Richard, Monaco, Anthony P, Järvelä, Irma, Kantojärvi, Katri, Vanhala, Raija, Curran, Sarah, Collier, David A, Bolton, Patrick, Chiocchetti, Andreas, Klauck, Sabine M, Poustka, Fritz, Freitag, Christine M, Waltes, Regina, Kopp, Marnie, Duketis, Eftichia, Bacchelli, Elena, Minopoli, Fiorella, Ruta, Liliana, Battaglia, Agatino, Mazzone, Luigi, Maestrini, Elena, Sequeira, Ana F, Oliveira, Barbara, Vicente, Astrid, Oliveira, Guiomar, Pinto, Dalila, Scherer, Stephen W, Zelenika, Diana, Delepine, Marc, Lathrop, Mark, Bonneau, Dominique, Guinchat, Vincent, Devillard, Françoise, Assouline, Brigitte, Mouren, Marie-Christine, Leboyer, Marion, Gillberg, Christopher, Boeckers, Tobias M, Bourgeron, Thomas

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Effect of Spironolactone on QRS Duration in Patients at Risk for Heart Failure (from the HOMAGE Trial) von Ferreira, João Pedro, Cleland, John G.F., Girerd, Nicolas, Pellicori, Pierpaolo, Hazebroek, Mark R., Verdonschot, Job, Collier, Timothy J., Petutschnigg, Johannes, Clark, Andrew L., Staessen, Jan A., Heymans, Stephane, Rossignol, Patrick, Zannad, Faiez

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Gobbling Chronology of Eastern Wild Turkeys in South Carolina von WIGHTMAN, PATRICK H., KILGO, JOHN C., VUKOVICH, MARK, CANTRELL, JAY R., RUTH, CHARLES R., COHEN, BRADLEY S., CHAMBERLAIN, MICHAEL J., COLLIER, BRET A.

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Atrial Tissue Pro-Fibrotic M2 Macrophage Marker CD163+, Gene Expression of Procollagen and B-Type Natriuretic Peptide von Watson, Chris J, Glezeva, Nadezhda, Horgan, Stephen, Gallagher, Joe, Phelan, Dermot, McDonald, Ken, Tolan, Michael, Baugh, John, Collier, Patrick, Ledwidge, Mark

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Interaction Testing and Polygenic Risk Scoring to Estimate the Association of Common Genetic Variants With Treatment Resistance in Schizophrenia von Pardiñas, Antonio F, Smart, Sophie E, Willcocks, Isabella R, Holmans, Peter A, Dennison, Charlotte A, Lynham, Amy J, Legge, Sophie E, Baune, Bernhard T, Bigdeli, Tim B, Cairns, Murray J, Corvin, Aiden, Fanous, Ayman H, Frank, Josef, Kelly, Brian, McQuillin, Andrew, Melle, Ingrid, Mortensen, Preben B, Mowry, Bryan J, Pato, Carlos N, Periyasamy, Sathish, Rietschel, Marcella, Rujescu, Dan, Simonsen, Carmen, St Clair, David, Tooney, Paul, Wu, Jing Qin, Andreassen, Ole A, Kowalec, Kaarina, Sullivan, Patrick F, Murray, Robin M, Owen, Michael J, MacCabe, James H, O’Donovan, Michael C, Walters, James T. R, Ajnakina, Olesya, Alameda, Luis, Barnes, Thomas R. E, Berardi, Domenico, Bonora, Elena, Camporesi, Sara, Cleusix, Martine, Conus, Philippe, Crespo-Facorro, Benedicto, D’Andrea, Giuseppe, Demjaha, Arsime, Do, Kim Q, Doody, Gillian A, Eap, Chin B, Ferchiou, Aziz, Di Forti, Marta, Guidi, Lorenzo, Homman, Lina, Jenni, Raoul, Joyce, Eileen M, Kassoumeri, Laura, Khadimallah, Inès, Lastrina, Ornella, Muratori, Roberto, Noyan, Handan, O’Neill, Francis A, Pignon, Baptiste, Restellini, Romeo, Richard, Jean-Romain, Schürhoff, Franck, Španiel, Filip, Szöke, Andrei, Tarricone, Ilaria, Tortelli, Andrea, Üçok, Alp, Vázquez-Bourgon, Javier

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Tacrolimus trough-level variability predicts long-term allograft survival following kidney transplantation von O’Regan, John A., Canney, Mark, Connaughton, Dervla M., O’Kelly, Patrick, Williams, Yvonne, Collier, Geraldine, deFreitas, Declan G., O’Seaghdha, Conall M., Conlon, Peter J.

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Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs von Lee, S Hong, Ripke, Stephan, Neale, Benjamin M, Faraone, Stephen V, Purcell, Shaun M, Perlis, Roy H, Mowry, Bryan J, Thapar, Anita, Goddard, Michael E, Witte, John S, Absher, Devin, Agartz, Ingrid, Akil, Huda, Amin, Farooq, Andreassen, Ole A, Anjorin, Adebayo, Anney, Richard, Anttila, Verneri, Arking, Dan E, Asherson, Philip, Azevedo, Maria H, Backlund, Lena, Badner, Judith A, Bailey, Anthony J, Banaschewski, Tobias, Barchas, Jack D, Barnes, Michael R, Barrett, Thomas B, Bass, Nicholas, Battaglia, Agatino, Bauer, Michael, Bayés, Mònica, Bellivier, Frank, Bergen, Sarah E, Berrettini, Wade, Betancur, Catalina, Bettecken, Thomas, Biederman, Joseph, Binder, Elisabeth B, Black, Donald W, Blackwood, Douglas H R, Bloss, Cinnamon S, Boehnke, Michael, Boomsma, Dorret I, Breen, Gerome, Breuer, René, Bruggeman, Richard, Cormican, Paul, Buccola, Nancy G, Buitelaar, Jan K, Bunney, William E, Buxbaum, Joseph D, Byerley, William F, Byrne, Enda M, Caesar, Sian, Cahn, Wiepke, Cantor, Rita M, Casas, Miguel, Chakravarti, Aravinda, Chambert, Kimberly, Choudhury, Khalid, Cichon, Sven, Cloninger, C Robert, Collier, David A, Cook, Edwin H, Coon, Hilary, Cormand, Bru, Corvin, Aiden, Coryell, William H, Craig, David W, Craig, Ian W, Crosbie, Jennifer, Cuccaro, Michael L, Curtis, David, Czamara, Darina, Datta, Susmita, Dawson, Geraldine, Day, Richard, De Geus, Eco J, Degenhardt, Franziska, Djurovic, Srdjan, Donohoe, Gary J, Doyle, Alysa E, Duan, Jubao, Dudbridge, Frank, Duketis, Eftichia, Ebstein, Richard P, Edenberg, Howard J, Elia, Josephine, Ennis, Sean, Etain, Bruno, Fanous, Ayman, Farmer, Anne E, Ferrier, I Nicol, Flickinger, Matthew, Fombonne, Eric, Foroud, Tatiana, Frank, Josef, Franke, Barbara, Fraser, Christine

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113 In-depth proteomic characterisation of different aetiologies of cardiomyopathy von Tonry, Claire, Collier, Patrick, Moravec, Christine, Ledwidge, Mark, McDonald, Ken, Collins, Ben

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