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1. Challenging Gradient Boosted Decision Trees with Tabular Transformers for Fraud Detection at Booking.com

Author

Krutikov, Sergei, Khaertdinov, Bulat, Kiriukhin, Rodion, Agrawal, Shubham, and De Vries, Kees Jan

Subjects
Computer Science - Machine Learning
Abstract

Transformer-based neural networks, empowered by Self-Supervised Learning (SSL), have demonstrated unprecedented performance across various domains. However, related literature suggests that tabular Transformers may struggle to outperform classical Machine Learning algorithms, such as Gradient Boosted Decision Trees (GBDT). In this paper, we aim to challenge GBDTs with tabular Transformers on a typical task faced in e-commerce, namely fraud detection. Our study is additionally motivated by the problem of selection bias, often occurring in real-life fraud detection systems. It is caused by the production system affecting which subset of traffic becomes labeled. This issue is typically addressed by sampling randomly a small part of the whole production data, referred to as a Control Group. This subset follows a target distribution of production data and therefore is usually preferred for training classification models with standard ML algorithms. Our methodology leverages the capabilities of Transformers to learn transferable representations using all available data by means of SSL, giving it an advantage over classical methods. Furthermore, we conduct large-scale experiments, pre-training tabular Transformers on vast amounts of data instances and fine-tuning them on smaller target datasets. The proposed approach outperforms heavily tuned GBDTs by a considerable margin of the Average Precision (AP) score. Pre-trained models show more consistent performance than the ones trained from scratch when fine-tuning data is limited. Moreover, they require noticeably less labeled data for reaching performance comparable to their GBDT competitor that utilizes the whole dataset., Comment: Submitted to CIKM'24, Applied Research track

Published
2024

2. Machine Learning for Fraud Detection in E-Commerce: A Research Agenda

Author

Tax, Niek, de Vries, Kees Jan, de Jong, Mathijs, Dosoula, Nikoleta, Akker, Bram van den, Smith, Jon, Thuong, Olivier, and Bernardi, Lucas

Subjects
Computer Science - Machine Learning, Computer Science - Cryptography and Security, Statistics - Applications
Abstract

Fraud detection and prevention play an important part in ensuring the sustained operation of any e-commerce business. Machine learning (ML) often plays an important role in these anti-fraud operations, but the organizational context in which these ML models operate cannot be ignored. In this paper, we take an organization-centric view on the topic of fraud detection by formulating an operational model of the anti-fraud departments in e-commerce organizations. We derive 6 research topics and 12 practical challenges for fraud detection from this operational model. We summarize the state of the literature for each research topic, discuss potential solutions to the practical challenges, and identify 22 open research challenges., Comment: Accepted and to appear in the proceedings of the KDD 2021 co-located workshop: the 2nd International Workshop on Deployable Machine Learning for Security Defense (MLHat)

Published
2021

3. SUSY fits with full LHC Run I data

Author

de Vries, Kees Jan

Subjects
High Energy Physics - Phenomenology, High Energy Physics - Experiment
Abstract

We present the latest results from the MasterCode Collaboration on supersymmetric models, in particular on the CMSSM, the NUHM1, the NUHM2 and the pMSSM. We combine the data from LHC Run I with astrophysical observables, flavor and electroweak precision observables. We determine the best fit regions of these models and analyze the discovery potential of squarks and gluinos at LHC Run II and direct detection experiments., Comment: Proceedings for ICHEP2014

Published
2014

4. Global fits of supersymmetric models after LHC Run 1

Author

de Vries, Kees Jan and Buchmueller, Oliver

Subjects
539.7
Abstract

In this thesis up-to-date global fits are presented of four benchmark models within the R-parity conserving Minimal Supersymmetric extension of the Standard Model (MSSM): the constrained MSSM (CMSSM) and two Non-Universal Higgs Mass (NUHM) models, for which soft supersymmetry-breaking input parameters are defined at the Grand Unified Theory (GUT) scale, as well as a 10-parameter phenomenological MSSM model (pMSSM10) for which the input parameters are defined at the MSUSY scale. These global fits take into account experimental constraints from flavour physics, electroweak precision observables, the anomalous magnetic dipole moment of the muon, cosmological constraints on the dark matter relic density, direct detection experiments for dark matter, properties of the Higgs boson, and searches for supersymmetric particles from Run 1 of the LHC with 20 fb−1 of proton proton collisions at √s = 8 TeV. This thesis contains a careful assessment of the impact of experimental constraints on the parameter spaces of the models. Predictions for physical observables and the corresponding prospects for future runs of the LHC, as well as other experiments, are discussed in detail. Novel features of the global fits of the CMSSM, NUHM1, and NUHM2 presented in this thesis include a comprehensive characterisation of the annihilation processes that bring the dark matter relic density in the cosmologically allowed range. The global fit of the pMSSM10 is the first global fit of a pMSSMn model that fully implements searches for supersymmetric particles from Run 1 of the LHC. The validation of these implementations is discussed in detail.

Published
2015
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6. Rivaroxaban with or without aspirin in patients with stable coronary artery disease: an international, randomised, double-blind, placebo-controlled trial

Author

SALA, JORGELINA, CARTASEGNA, LUIS, VICO, MARISA, HOMINAL, MIGUEL ANGEL, HASBANI, EDUARDO, CACCAVO, ALBERTO, ZAIDMAN, CESAR, VOGEL, DANIEL, HRABAR, ADRIAN, SCHYGIEL, PABLO OMAR, CUNEO, CARLOS, LUQUEZ, HUGO, MACKINNON, IGNACIO J., AHUAD GUERRERO, RODOLFO ANDRES, COSTABEL, JUAN PABLO, BARTOLACCI, INES PALMIRA, MONTANA, OSCAR, BARBIERI, MARIA, GOMEZ VILAMAJO, OSCAR, GARCIA DURAN, RUBEN OMAR, SCHIAVI, LILIA BEATRIZ, GARRIDO, MARCELO, INGARAMO, ADRIAN, BORDONAVA, ANSELMO PAULINO, PELAGAGGE, MARIA JOSE, NOVARETTO, LEONARDO, ALBISU DI GENNERO, JUAN PABLO, IBANEZ SAGGIA, LUZ MARIA, ALVAREZ, MOIRA, VITA, NESTOR ALEJANDRO, MACIN, STELLA MARIS, DRAN, RICARDO DARIO, CARDONA, MARCELO, GUZMAN, LUIS, SARJANOVICH, RODOLFO JUAN, CUADRADO, JESUS, NANI, SEBASTIAN, LITVAK BRUNO, MARCOS RAUL, CHACON, CAROLINA, MAFFEI, LAURA ELENA, GRINFELD, DIEGO, VENSENTINI, NATALIA, MAJUL, CLAUDIO RODOLFO, LUCIARDI, HECTOR LUCAS, GONZALEZ COLASO, PATRICIA DEL CARMEN, FERRE PACORA, FREDY ANTONI, VAN DEN HEUVEL, PAUL, VERHAMME, PETER, ECTOR, BAVO, DEBONNAIRE, PHILIPPE, VAN DE BORNE, PHILIPPE, LEROY, JEAN, SCHROE, HERMAN, VRANCKX, PASCAL, ELEGEERT, IVAN, HOFFER, ETIENNE, DUJARDIN, KARL, INDIO DO BRASIL, CLARISSE, PRECOMA, DALTON, ABRANTES, JOSE ANTONIO, MANENTI, EULER, REIS, GILMAR, SARAIVA, JOSE, MAIA, LILIA, HERNANDES, MAURO, ROSSI, PAULO, ROSSI DOS SANTOS, FABIO, ZIMMERMANN, SERGIO LUIZ, RECH, RAFAEL, ABIB JR, EDUARDO, LEAES, PAULO, BOTELHO, ROBERTO, DUTRA, OSCAR, SOUZA, WEIMAR, BRAILE, MARIA, IZUKAWA, NILO, NICOLAU, JOSE CARLOS, TANAJURA, LUIZ FERNANDO, SERRANO JUNIOR, CARLOS VICENTE, MINELLI, CESAR, NASI, LUIZ ANTONIO, OLIVEIRA, LIVIA, DE CARVALHO CANTARELLI, MARCELO JOSE, TYTUS, RICHARD, PANDEY, SHEKHAR, LONN, EVA, CHA, JAMES, VIZEL, SAUL, BABAPULLE, MOHAN, LAMY, ANDRE, SAUNDERS, KEVIN, BERLINGIERI, JOSEPH, KIAII, BOB, BHARGAVA, RAKESH, MEHTA, PRAVINSAGAR, HILL, LAURIE, FELL, DAVID, LAM, ANDY, AL-QOOFI, FAISAL, BROWN, CRAIG, PETRELLA, ROBERT, RICCI, JOSEPH A, GLANZ, ANTHONY, NOISEUX, NICOLAS, BAINEY, KEVIN, MERALI, FATIMA, HEFFERNAN, MICHAEL, DELLA SIEGA, ANTHONY, DAGENAIS, GILLES R, DAGENAIS, FRANCOIS, BRULOTTE, STEEVE, NGUYEN, MICHEL, HARTLEIB, MICHAEL, GUZMAN, RANDOLPH, BOURGEOIS, RONALD, RUPKA, DENNIS, KHAYKIN, YAARIV, GOSSELIN, GILBERT, HUYNH, THAO, PILON, CLAUDE, CAMPEAU, JEAN, PICHETTE, FRANCIS, DIAZ, ARIEL, JOHNSTON, JAMES, SHUKLE, PRAVIN, HIRSCH, GREGORY, RHEAULT, PAUL, CZARNECKI, WLODZIMIERZ, ROY, ANNIE, NAWAZ, SHAH, FREMES, STEPHEN, SHUKLA, DINKAR, JANO, GABRIEL, COBOS, JORGE LEONARDO, CORBALAN, RAMON, MEDINA, MARCELO, NAHUELPAN, LEONARDO, RAFFO, CARLOS, PEREZ, LUIS, POTTHOFF, SERGIO, STOCKINS, BENJAMIN, SEPULVEDA, PABLO, PINCETTI, CHRISTIAN, VEJAR, MARGARITA, TIAN, HONGYAN, WU, XUESI, KE, YUANNAN, JIA, KAIYING, YIN, PENGFEI, WANG, ZHAOHUI, YU, LITIAN, WU, SHULIN, WU, ZONGQUI, LIU, SHAO WEN, BAI, XIAO JUAN, ZHENG, YANG, YANG, PING, YANG, YUN MEI, ZHANG, JIWEI, GE, JUNBO, CHEN, XIAO PING, LI, JUNXIA, HU, TAO HONG, ZHANG, RUIYAN, ZHENG, ZHE, CHEN, XIN, TAO, LIANG, LI, JIANPING, HUANG, WEIJIAN, FU, GUOSHENG, LI, CHUNJIAN, DONG, YUGANG, WANG, CHUNSHENG, ZHOU, XINMIN, KONG, YE, SOTOMAYOR, ARISTIDES, ACCINI MENDOZA, JOSE LUIS, CASTILLO, HENRY, URINA, MIGUEL, AROCA, GUSTAVO, PEREZ, MARITZA, MOLINA DE SALAZAR, DORA INES, SANCHEZ VALLEJO, GREGORIO, FERNANDO, MANZUR J, GARCIA, HENRY, GARCIA, LUIS HERNANDO, ARCOS, EDGAR, GOMEZ, JUAN, CUERVO MILLAN, FRANCISCO, TRUJILLO DADA, FREDY ALBERTO, VESGA, BORIS, MORENO SILGADO, GUSTAVO ADOLFO, ZIDKOVA, EVA, LUBANDA, JEAN-CLAUDE, KALETOVA, MARKETA, KRYZA, RADIM, MARCINEK, GABRIEL, RICHTER, MAREK, SPINAR, JINDRICH, MATUSKA, JIRI, TESAK, MARTIN, MOTOVSKA, ZUZANA, BRANNY, MARIAN, MALY, JIRI, MALY, MARTIN, WIENDL, MARTIN, FOLTYNOVA CAISOVA, LENKA, SLABY, JOSEF, VOJTISEK, PETR, PIRK, JAN, SPINAROVA, LENKA, BENESOVA, MIROSLAVA, CANADYOVA, JULIA, HOMZA, MIROSLAV, FLORIAN, JINDRICH, POLASEK, ROSTISLAV, COUFAL, ZDENEK, SKALNIKOVA, VLADIMIRA, BRAT, RADIM, BRTKO, MIROSLAV, JANSKY, PETR, LINDNER, JAROSLAV, MARCIAN, PAVEL, STRAKA, ZBYNEK, TRETINA, MARTIN, DUARTE, YAN CARLOS, POW CHON LONG, FREDDY, SANCHEZ, MAYRA, LOPEZ, JOSE, PERUGACHI, CARMITA, MARMOL, RICARDO, TRUJILLO, FREDDY, TERAN, PABLO, TUOMILEHTO, JAAKKO, TUOMILEHTO, HENRI, TUOMINEN, MARJA-LEENA, KANTOLA, ILKKA, STEG, GABRIEL, ABOYANS, VICTOR, LECLERCQ, FLORENCE, FERRARI, EMILE, BOCCARA, FRANCK, MESSAS, EMMANUEL, MISMETTI, PATRICK, SEVESTRE, MARIE ANTOINETTE, CAYLA, GUILLAUME, MOTREFF, PASCAL, STOERK, STEFAN, DUENGEN, HANS-DIRK, STELLBRINK, CHRISTOPH, GUEROCAK, OSMAN, KADEL, CHRISTOPH, BRAUN-DULLAEUS, RUEDIGER, JESERICH, MICHAEL, OPITZ, CHRISTIAN, VOEHRINGER, HANS-FRIEDRICH, APPEL, KARL-FRIEDRICH, WINKELMANN, BERNHARD, DORSEL, THOMAS, NIKOL, SIGRID, DARIUS, HARALD, RANFT, JURGEN, SCHELLONG, SEBASTIAN, JUNGMAIR, WOLFGANG, DAVIERWALA, PIROZE, VORPAHL, MARC, BAJNOK, LASZLO, LASZLO, ZOLTAN, NOORI, EBRAHIM, VERESS, GABOR, VERTES, ANDRAS, ZSARY, ANDRAS, KIS, ERNO, KORANYI, LASZLO, BAKAI, JUDIT, BODA, ZOLTAN, POOR, FERENC, JARAI, ZOLTAN, KEMENY, VENDEL, BARTON, JOHN, MCADAM, BRENDAN, MURPHY, ANDREW, CREAN, PETER, MAHON, NIALL, CURTIN, RONAN, MACNEILL, BRIAIN, DINNEEN, SEAN, HALABI, MAJDI, ZIMLICHMAN, REUVEN, ZELTSER, DAVID, TURGEMAN, YOAV, KLAINMAN, ELIEZER, LEWIS, BASIL, KATZ, AMOS, ATAR, SHAUL, NIKOLSKY, EUGENIA, BOSI, STEFANO, NALDI, MONICA, FAGGIANO, POMPILIO, ROBBA, DEBORA, MOS, LUCIO, SINAGRA, GIANFRANCO, COSMI, FRANCO, OLTRONA VISCONTI, LUIGI, CARMINE, DE MATTEIS, DI PASQUALE, GIUSEPPE, DI BIASE, MATTEO, MANDORLA, SARA, BERNARDINANGELI, MARINO, PICCINNI, GIOVANNI CARLO, GULIZIA, MICHELE MASSIMO, GALVANI, MARCELLO, VENTURI, FLAVIO, MOROCUTTI, GIORGIO, BALDIN, MARIA GRAZIA, OLIVIERI, CARLO, PERNA, GIAN PIERO, CIRRINCIONE, VINCENZO, KANNO, TAKAYASU, DAIDA, HIROYUKI, OZAKI, YUKIO, MIYAMOTO, NAOMASA, HIGASHIUE, SHINICHI, DOMAE, HIROSHI, HOSOKAWA, SHINOBU, KOBAYASHI, HIROO, KURAMOCHI, TAKEHIKO, FUJII, KENSHI, MIZUTOMI, KAZUAKI, SAKU, KEIJIRO, KIMURA, KAZUO, HIGUCHI, YOSHIHARU, ABE, MITSUNORI, OKUDA, HARUHITO, NODA, TOSHIYUKI, MITA, TERUAKI, HIRAYAMA, ATSUSHI, ONAKA, HARUHIKO, INOKO, MORIAKI, HIROKAMI, MITSUGU, OKUBO, MUNENORI, AKATSUKA, YUTAKA, IMAMAKI, MIZUHO, KAMIYA, HARUO, MANITA, MAMORU, HIMI, TOSHIHARU, UENO, HIDEKI, HISAMATSU, YUJI, AKO, JUNYA, NISHINO, YASUHIRO, KAWAKAMI, HIDEO, YAMADA, YUTAKA, KORETSUNE, YUKIHIRO, YAMADA, TAKAHISA, YOSHIDA, TETSURO, SHIMOMURA, HIDEKI, KINOSHITA, NORIYUKI, TAKAHASHI, AKIHIKO, YUSOFF, KHALID, WAN AHMAD, WAN AZMAN, ABU HASSAN, MUHAMMAD RADZI, KASIM, SAZZLI, ABDUL RAHIM, AIZAI AZAN, MOHD ZAMRIN, DIMON, MACHIDA, MASAHARU, HIGASHINO, YORIHIKO, UTSU, NORIAKI, NAKANO, AKIHIKO, NAKAMURA, SHIGERU, HASHIMOTO, TETSUO, ANDO, KENJI, SAKAMOTO, TOMOHIRO, PRINS, F.J., LOK, DIRK, MILHOUS, JOHANNES GERT-JAN, VIERGEVER, ERIC, WILLEMS, FRANK, SWART, HENK, ALINGS, MARCO, BREEDVELD, ROB, DE VRIES, KEES-JAN, VAN DER BORGH, ROGER, OEI, FANNY, ZOET-NUGTEREN, STIENEKE, KRAGTEN, HANS, HERRMAN, JEAN PAUL, VAN BERGEN, PAUL, GOSSELINK, MARCEL, HOEKSTRA, EDUARD, ZEGERS, ERWIN, RONNER, EELKO, DEN HARTOG, FRANK, BARTELS, GERARD, NIEROP, PETER, VAN DER ZWAAN, COEN, VAN ECK, JACOB, VAN GORSELEN, EDWIN, GROENEMEIJER, BJORN, HOOGSLAG, PIETER, DE GROOT, MARC ROBERT, LOYOLA, ALDRIN, SULIT, DENNIS JOSE, REY, NANNETTE, ABOLA, MARIA TERESA, MORALES, DANTE, PALOMARES, ELLEN, ABAT, MARC EVANS, ROGELIO, GREGORIO, CHUA, PHILIP, DEL PILAR, JOSE CARLO, ALCARAZ, JOHN DENNIS, EBO, GERALDINE, TIRADOR, LOUIE, CRUZ, JOSEFINA, ANONUEVO, JOHN, PITARGUE, ARTHUR, JANION, MARIANNA, GUZIK, TOMASZ, GAJOS, GRZEGORZ, ZABOWKA, MACIEJ, RYNKIEWICZ, ANDRZEJ, BRONCEL, MARLENA, SZUBA, ANDRZEJ, CZARNECKA, DANUTA, MAGA, PAWEL, STRAZHESKO, IRINA, VASYUK, YURY, SIZOVA, ZHANNA, POZDNYAKOV, YURY, BARBARASH, OLGA, VOEVODA, MIKHAIL, POPONINA, TATIANA, REPIN, ALEXEY, OSIPOVA, IRINA, EFREMUSHKINA, ANNA, NOVIKOVA, NINA, AVERKOV, OLEG, ZATEYSHCHIKOV, DMITRY, VERTKIN, ARKADIY, AUSHEVA, AZA, COMMERFORD, PATRICK, SEEDAT, SAADIYA, VAN ZYL, LOUIS, ENGELBRECHT, JAN, MAKOTOKO, ELLEN MAKONLI, PRETORIUS, CATHARINA ELIZABETH, MOHAMED, ZAID, HORAK, ADRIAN, MABIN, THOMAS, KLUG, ERIC, BAE, JANG-HO, KIM, CHEOLHO, KIM, CHONG-JIN, KIM, DONG-SOO, KIM, YONG JIN, JOO, SEUNGJAE, HA, JONG-WON, PARK, CHUL SOO, KIM, JANG YOUNG, KIM, YOUNG-KWON, JARNERT, CHRISTINA, MOOE, THOMAS, DELLBORG, MIKAEL, TORSTENSSON, INGEMAR, ALBERTSSON, PER, JOHANSSON, LARS, AL-KHALILI, FARIS, ALMROTH, HENRIK, ANDERSSON, TOMMY, PANTEV, EMIL, TENGMARK, BENGT-OLOV, LIU, BO, RASMANIS, GUNDARS, WAHLGREN, CARL-MAGNUS, MOCCETTI, TIZIANO, PARKHOMENKO, ALEXANDER, TSELUYKO, VIRA, VOLKOV, VOLODYMYR, KOVAL, OLENA, KONONENKO, LYUDMYLA, PROKHOROV, OLEKSANDR, VDOVYCHENKO, VALERIY, BAZYLEVYCH, ANDRIY, RUDENKO, LEONID, VIZIR, VADYM, KARPENKO, OLEKSANDR, MALYNOVSKY, YAROSLAV, KOVAL, VALENTYNA, STOROZHUK, BORYS, COTTON, JAMES, VENKATARAMAN, ASOK, MORIARTY, ANDREW, CONNOLLY, DEREK, DAVEY, PATRICK, SENIOR, ROXY, BIRDI, INDERPAUL, CALVERT, JOHN, DONNELLY, PATRICK, TREVELYAN, JASPER, CARTER, JUSTIN, PEACE, AARON, AUSTIN, DAVID, KUKREJA, NEVILLE, HILTON, THOMAS, SRIVASTAVA, SUNNY, WALSH, RONALD, FIELDS, RONALD, HAKAS, JOSEPH, PORTNAY, EDWARD, GOGIA, HARINDER, SALACATA, ABRAHAM, HUNTER, JOHN J., BACHARACH, J MICHAEL, SHAMMAS, NICOLAS, SURESH, DAMODHAR, SCHNEIDER, RICKY, GURBEL, PAUL, BANERJEE, SUBHASH, GRENA, PAUL, BEDWELL, NOEL, SLOAN, STEPHEN, LUPOVITCH, STEVEN, SONI, ANAND, GIBSON, KATHLEEN, SANGRIGOLI, RENEE, MEHTA, RAJENDRA, I-HSUAN TSAI, PETER, GILLESPIE, EVE, DEMPSEY, STEPHEN, HAMROFF, GLENN, BLACK, ROBERT, LADER, ELLIS, KOSTIS, JOHN B., BITTNER, VERA, MCGUINN, WILLIAM, BRANCH, KELLEY, MALHOTRA, VINAY, MICHAELSON, STEPHEN, VACANTE, MICHAEL, MCCORMICK, MATTHEW, ARIMIE, RALUCA, CAMP, ALAN, DAGHER, GEORGE, KOSHY, N. MATHEW, THEW, STEPHEN, COSTELLO, FREDERICK, HEIMAN, MARK, CHILTON, ROBERT, MORAN, MICHAEL, ADLER, FREDRIC, COMEROTA, ANTHONY, SEIWERT, ANDREW, FRENCH, WILLIAM, SEROTA, HARVEY, HARRISON, ROBERT, BAKAEEN, FAISAL, OMER, SHUAB, CHANDRA, LOKESH, WHELAN, ALAN, BOYLE, ANDREW, ROBERTS-THOMSON, PHILIP, ROGERS, JAMES, CARROLL, PATRICK, COLQUHOUN, DAVID, SHAW, JAMES, BLOMBERY, PETER, AMERENA, JOHN, HII, CHRIS, ROYSE, ALISTAIR, SINGH, BHUWAN, SELVANAYAGAM, JOSEPH, JANSEN, SHIRLEY, LO, WINGCHI, HAMMETT, CHRISTOPHER, POULTER, ROHAN, NARASIMHAN, SESHASAYEE, WIGGERS, HENRIK, NIELSEN, HENRIK, GISLASON, GUNNAR, KOBER, LARS, HOULIND, KIM, BOENELYKKE SOERENSEN, VIBEKE, DIXEN, ULRIK, REFSGAARD, JENS, ZEUTHEN, ELISABETH, SOEGAARD, PETER, HRANAI, MARIAN, GASPAR, LUDOVIT, PELLA, DANIEL, HATALOVA, KATARINA, DROZDAKOVA, ERIKA, COMAN, IOAN, DIMULESCU, DOINA, VINEREANU, DRAGOS, CINTEZA, MIRCEA, SINESCU, CRINA, ARSENESCU, CATALINA, BENEDEK, IMRE, BOBESCU, ELENA, DOBREANU, DAN, GAITA, DAN, IANCU, ADRIAN, ILIESIU, ADRIANA, LIGHEZAN, DANIEL, PETRESCU, LUCIAN, PIRVU, OCTAVIAN, TEODORESCU, IULIA, TESLOIANU, DAN, VINTILA, MARIUS MARCIAN, CHIONCEL, OVIDIU, Connolly, Stuart J, Eikelboom, John W, Bosch, Jackie, Dagenais, Gilles, Dyal, Leanne, Lanas, Fernando, Metsarinne, Kaj, O'Donnell, Martin, Dans, Anthony L, Ha, Jong-Won, Parkhomenko, Alexandr N, Avezum, Alvaro A, Lonn, Eva, Lisheng, Liu, Torp-Pedersen, Christian, Widimsky, Petr, Maggioni, Aldo P, Felix, Camilo, Keltai, Katalin, Hori, Masatsugu, Yusoff, Khalid, Guzik, Tomasz J, Bhatt, Deepak L, Branch, Kelley R H, Cook Bruns, Nancy, Berkowitz, Scott D, Anand, Sonia S, Varigos, John D, Fox, Keith A A, and Yusuf, Salim

Published
2018
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7. Rivaroxaban with or without aspirin in patients with stable peripheral or carotid artery disease: an international, randomised, double-blind, placebo-controlled trial

Author

SALA, JORGELINA, CARTASEGNA, LUIS, VICO, MARISA, HOMINAL, MIGUEL ANGEL, HASBANI, EDUARDO, CACCAVO, ALBERTO, ZAIDMAN, CESAR, VOGEL, DANIEL, HRABAR, ADRIAN, SCHYGIEL, PABLO OMAR, CUNEO, CARLOS, LUQUEZ, HUGO, MACKINNON, IGNACIO J., AHUAD GUERRERO, RODOLFO ANDRES, COSTABEL, JUAN PABLO, BARTOLACCI, INES PALMIRA, MONTANA, OSCAR, BARBIERI, MARIA, GOMEZ VILAMAJO, OSCAR, GARCIA DURAN, RUBEN OMAR, SCHIAVI, LILIA BEATRIZ, GARRIDO, MARCELO, INGARAMO, ADRIAN, BORDONAVA, ANSELMO PAULINO, PELAGAGGE, MARIA JOSE, NOVARETTO, LEONARDO, ALBISU DI GENNERO, JUAN PABLO, IBANEZ SAGGIA, LUZ MARIA, ALVAREZ, MOIRA, VITA, NESTOR ALEJANDRO, MACIN, STELLA MARIS, DRAN, RICARDO DARIO, CARDONA, MARCELO, GUZMAN, LUIS, SARJANOVICH, RODOLFO JUAN, CUADRADO, JESUS, NANI, SEBASTIAN, LITVAK BRUNO, MARCOS RAUL, CHACON, CAROLINA, MAFFEI, LAURA ELENA, GRINFELD, DIEGO, VENSENTINI, NATALIA, MAJUL, CLAUDIO RODOLFO, LUCIARDI, HECTOR LUCAS, GONZALEZ COLASO, PATRICIA DEL CARMEN, FERRE PACORA, FREDY ANTONI, VAN DEN HEUVEL, PAUL, VERHAMME, PETER, ECTOR, BAVO, DEBONNAIRE, PHILIPPE, VAN DE BORNE, PHILIPPE, LEROY, JEAN, SCHROE, HERMAN, VRANCKX, PASCAL, ELEGEERT, IVAN, HOFFER, ETIENNE, DUJARDIN, KARL, INDIO DO BRASIL, CLARISSE, PRECOMA, DALTON, ABRANTES, JOSE ANTONIO, MANENTI, EULER, REIS, GILMAR, SARAIVA, JOSE, MAIA, LILIA, HERNANDES, MAURO, ROSSI, PAULO, ROSSI DOS SANTOS, FABIO, ZIMMERMANN, SERGIO LUIZ, RECH, RAFAEL, ABIB JR, EDUARDO, LEAES, PAULO, BOTELHO, ROBERTO, DUTRA, OSCAR, SOUZA, WEIMAR, BRAILE, MARIA, IZUKAWA, NILO, NICOLAU, JOSE CARLOS, TANAJURA, LUIZ FERNANDO, SERRANO JUNIOR, CARLOS VICENTE, MINELLI, CESAR, NASI, LUIZ ANTONIO, OLIVEIRA, LIVIA, DE CARVALHO CANTARELLI, MARCELO JOSE, TYTUS, RICHARD, PANDEY, SHEKHAR, LONN, EVA, CHA, JAMES, VIZEL, SAUL, BABAPULLE, MOHAN, LAMY, ANDRE, SAUNDERS, KEVIN, BERLINGIERI, JOSEPH, KIAII, BOB, BHARGAVA, RAKESH, MEHTA, PRAVINSAGAR, HILL, LAURIE, FELL, DAVID, LAM, ANDY, AL-QOOFI, FAISAL, BROWN, CRAIG, PETRELLA, ROBERT, RICCI, JOSEPH A, GLANZ, ANTHONY, NOISEUX, NICOLAS, BAINEY, KEVIN, MERALI, FATIMA, HEFFERNAN, MICHAEL, DELLA SIEGA, ANTHONY, DAGENAIS, GILLES R, DAGENAIS, FRANCOIS, BRULOTTE, STEEVE, NGUYEN, MICHEL, HARTLEIB, MICHAEL, GUZMAN, RANDOLPH, BOURGEOIS, RONALD, RUPKA, DENNIS, KHAYKIN, YAARIV, GOSSELIN, GILBERT, HUYNH, THAO, PILON, CLAUDE, CAMPEAU, JEAN, PICHETTE, FRANCIS, DIAZ, ARIEL, JOHNSTON, JAMES, SHUKLE, PRAVIN, HIRSCH, GREGORY, RHEAULT, PAUL, CZARNECKI, WLODZIMIERZ, ROY, ANNIE, NAWAZ, SHAH, FREMES, STEPHEN, SHUKLA, DINKAR, JANO, GABRIEL, COBOS, JORGE LEONARDO, CORBALAN, RAMON, MEDINA, MARCELO, NAHUELPAN, LEONARDO, RAFFO, CARLOS, PEREZ, LUIS, POTTHOFF, SERGIO, STOCKINS, BENJAMIN, SEPULVEDA, PABLO, PINCETTI, CHRISTIAN, VEJAR, MARGARITA, TIAN, HONGYAN, WU, XUESI, KE, YUANNAN, JIA, KAIYING, YIN, PENGFEI, WANG, ZHAOHUI, YU, LITIAN, WU, SHULIN, WU, ZONGQUI, LIU, SHAO WEN, BAI, XIAO JUAN, ZHENG, YANG, YANG, PING, YANG, YUN MEI, ZHANG, JIWEI, GE, JUNBO, CHEN, XIAO PING, LI, JUNXIA, HU, TAO HONG, ZHANG, RUIYAN, ZHENG, ZHE, CHEN, XIN, TAO, LIANG, LI, JIANPING, HUANG, WEIJIAN, FU, GUOSHENG, LI, CHUNJIAN, DONG, YUGANG, WANG, CHUNSHENG, ZHOU, XINMIN, KONG, YE, SOTOMAYOR, ARISTIDES, ACCINI MENDOZA, JOSE LUIS, CASTILLO, HENRY, URINA, MIGUEL, AROCA, GUSTAVO, PEREZ, MARITZA, MOLINA DE SALAZAR, DORA INES, SANCHEZ VALLEJO, GREGORIO, FERNANDO, MANZUR J, GARCIA, HENRY, GARCIA, LUIS HERNANDO, ARCOS, EDGAR, GOMEZ, JUAN, CUERVO MILLAN, FRANCISCO, TRUJILLO DADA, FREDY ALBERTO, VESGA, BORIS, MORENO SILGADO, GUSTAVO ADOLFO, ZIDKOVA, EVA, LUBANDA, JEAN-CLAUDE, KALETOVA, MARKETA, KRYZA, RADIM, MARCINEK, GABRIEL, RICHTER, MAREK, SPINAR, JINDRICH, MATUSKA, JIRI, TESAK, MARTIN, MOTOVSKA, ZUZANA, BRANNY, MARIAN, MALY, JIRI, MALY, MARTIN, WIENDL, MARTIN, FOLTYNOVA CAISOVA, LENKA, SLABY, JOSEF, VOJTISEK, PETR, PIRK, JAN, SPINAROVA, LENKA, BENESOVA, MIROSLAVA, CANADYOVA, JULIA, HOMZA, MIROSLAV, FLORIAN, JINDRICH, POLASEK, ROSTISLAV, COUFAL, ZDENEK, SKALNIKOVA, VLADIMIRA, BRAT, RADIM, BRTKO, MIROSLAV, JANSKY, PETR, LINDNER, JAROSLAV, MARCIAN, PAVEL, STRAKA, ZBYNEK, TRETINA, MARTIN, DUARTE, YAN CARLOS, POW CHON LONG, FREDDY, SANCHEZ, MAYRA, LOPEZ, JOSE, PERUGACHI, CARMITA, MARMOL, RICARDO, TRUJILLO, FREDDY, TERAN, PABLO, TUOMILEHTO, JAAKKO, TUOMILEHTO, HENRI, TUOMINEN, MARJA-LEENA, KANTOLA, ILKKA, STEG, GABRIEL, ABOYANS, VICTOR, LECLERCQ, FLORENCE, FERRARI, EMILE, BOCCARA, FRANCK, MESSAS, EMMANUEL, MISMETTI, PATRICK, SEVESTRE, MARIE ANTOINETTE, CAYLA, GUILLAUME, MOTREFF, PASCAL, STOERK, STEFAN, DUENGEN, HANS-DIRK, STELLBRINK, CHRISTOPH, GUEROCAK, OSMAN, KADEL, CHRISTOPH, BRAUN-DULLAEUS, RUEDIGER, JESERICH, MICHAEL, OPITZ, CHRISTIAN, VOEHRINGER, HANS-FRIEDRICH, APPEL, KARL-FRIEDRICH, WINKELMANN, BERNHARD, DORSEL, THOMAS, NIKOL, SIGRID, DARIUS, HARALD, RANFT, JURGEN, SCHELLONG, SEBASTIAN, JUNGMAIR, WOLFGANG, DAVIERWALA, PIROZE, VORPAHL, MARC, BAJNOK, LASZLO, LASZLO, ZOLTAN, NOORI, EBRAHIM, VERESS, GABOR, VERTES, ANDRAS, ZSARY, ANDRAS, KIS, ERNO, KORANYI, LASZLO, BAKAI, JUDIT, BODA, ZOLTAN, POOR, FERENC, JARAI, ZOLTAN, KEMENY, VENDEL, BARTON, JOHN, MCADAM, BRENDAN, MURPHY, ANDREW, CREAN, PETER, MAHON, NIALL, CURTIN, RONAN, MACNEILL, BRIAIN, DINNEEN, SEAN, HALABI, MAJDI, ZIMLICHMAN, REUVEN, ZELTSER, DAVID, TURGEMAN, YOAV, KLAINMAN, ELIEZER, LEWIS, BASIL, KATZ, AMOS, ATAR, SHAUL, NIKOLSKY, EUGENIA, BOSI, STEFANO, NALDI, MONICA, FAGGIANO, POMPILIO, ROBBA, DEBORA, MOS, LUCIO, SINAGRA, GIANFRANCO, COSMI, FRANCO, OLTRONA VISCONTI, LUIGI, CARMINE, DE MATTEIS, DI PASQUALE, GIUSEPPE, DI BIASE, MATTEO, MANDORLA, SARA, BERNARDINANGELI, MARINO, PICCINNI, GIOVANNI CARLO, GULIZIA, MICHELE MASSIMO, GALVANI, MARCELLO, VENTURI, FLAVIO, MOROCUTTI, GIORGIO, BALDIN, MARIA GRAZIA, OLIVIERI, CARLO, PERNA, GIAN PIERO, CIRRINCIONE, VINCENZO, KANNO, TAKAYASU, DAIDA, HIROYUKI, OZAKI, YUKIO, MIYAMOTO, NAOMASA, HIGASHIUE, SHINICHI, DOMAE, HIROSHI, HOSOKAWA, SHINOBU, KOBAYASHI, HIROO, KURAMOCHI, TAKEHIKO, FUJII, KENSHI, MIZUTOMI, KAZUAKI, SAKU, KEIJIRO, KIMURA, KAZUO, HIGUCHI, YOSHIHARU, ABE, MITSUNORI, OKUDA, HARUHITO, NODA, TOSHIYUKI, MITA, TERUAKI, HIRAYAMA, ATSUSHI, ONAKA, HARUHIKO, INOKO, MORIAKI, HIROKAMI, MITSUGU, OKUBO, MUNENORI, AKATSUKA, YUTAKA, IMAMAKI, MIZUHO, KAMIYA, HARUO, MANITA, MAMORU, HIMI, TOSHIHARU, UENO, HIDEKI, HISAMATSU, YUJI, AKO, JUNYA, NISHINO, YASUHIRO, KAWAKAMI, HIDEO, YAMADA, YUTAKA, KORETSUNE, YUKIHIRO, YAMADA, TAKAHISA, YOSHIDA, TETSURO, SHIMOMURA, HIDEKI, KINOSHITA, NORIYUKI, TAKAHASHI, AKIHIKO, YUSOFF, KHALID, WAN AHMAD, WAN AZMAN, ABU HASSAN, MUHAMMAD RADZI, KASIM, SAZZLI, ABDUL RAHIM, AIZAI AZAN, MOHD ZAMRIN, DIMON, MACHIDA, MASAHARU, HIGASHINO, YORIHIKO, UTSU, NORIAKI, NAKANO, AKIHIKO, NAKAMURA, SHIGERU, HASHIMOTO, TETSUO, ANDO, KENJI, SAKAMOTO, TOMOHIRO, PRINS, F.J., LOK, DIRK, MILHOUS, JOHANNES GERT-JAN, VIERGEVER, ERIC, WILLEMS, FRANK, SWART, HENK, ALINGS, MARCO, BREEDVELD, ROB, DE VRIES, KEES-JAN, VAN DER BORGH, ROGER, OEI, FANNY, ZOET-NUGTEREN, STIENEKE, KRAGTEN, HANS, HERRMAN, JEAN PAUL, VAN BERGEN, PAUL, GOSSELINK, MARCEL, HOEKSTRA, EDUARD, ZEGERS, ERWIN, RONNER, EELKO, DEN HARTOG, FRANK, BARTELS, GERARD, NIEROP, PETER, VAN DER ZWAAN, COEN, VAN ECK, JACOB, VAN GORSELEN, EDWIN, GROENEMEIJER, BJORN, HOOGSLAG, PIETER, DE GROOT, MARC ROBERT, LOYOLA, ALDRIN, SULIT, DENNIS JOSE, REY, NANNETTE, ABOLA, MARIA TERESA, MORALES, DANTE, PALOMARES, ELLEN, ABAT, MARC EVANS, ROGELIO, GREGORIO, CHUA, PHILIP, DEL PILAR, JOSE CARLO, ALCARAZ, JOHN DENNIS, EBO, GERALDINE, TIRADOR, LOUIE, CRUZ, JOSEFINA, ANONUEVO, JOHN, PITARGUE, ARTHUR, JANION, MARIANNA, GUZIK, TOMASZ, GAJOS, GRZEGORZ, ZABOWKA, MACIEJ, RYNKIEWICZ, ANDRZEJ, BRONCEL, MARLENA, SZUBA, ANDRZEJ, CZARNECKA, DANUTA, MAGA, PAWEL, STRAZHESKO, IRINA, VASYUK, YURY, SIZOVA, ZHANNA, POZDNYAKOV, YURY, BARBARASH, OLGA, VOEVODA, MIKHAIL, POPONINA, TATIANA, REPIN, ALEXEY, OSIPOVA, IRINA, EFREMUSHKINA, ANNA, NOVIKOVA, NINA, AVERKOV, OLEG, ZATEYSHCHIKOV, DMITRY, VERTKIN, ARKADIY, AUSHEVA, AZA, COMMERFORD, PATRICK, SEEDAT, SAADIYA, VAN ZYL, LOUIS, ENGELBRECHT, JAN, MAKOTOKO, ELLEN MAKONLI, PRETORIUS, CATHARINA ELIZABETH, MOHAMED, ZAID, HORAK, ADRIAN, MABIN, THOMAS, KLUG, ERIC, BAE, JANG-HO, KIM, CHEOLHO, KIM, CHONG-JIN, KIM, DONG-SOO, KIM, YONG JIN, JOO, SEUNGJAE, HA, JONG-WON, PARK, CHUL SOO, KIM, JANG YOUNG, KIM, YOUNG-KWON, JARNERT, CHRISTINA, MOOE, THOMAS, DELLBORG, MIKAEL, TORSTENSSON, INGEMAR, ALBERTSSON, PER, JOHANSSON, LARS, AL-KHALILI, FARIS, ALMROTH, HENRIK, ANDERSSON, TOMMY, PANTEV, EMIL, TENGMARK, BENGT-OLOV, LIU, BO, RASMANIS, GUNDARS, WAHLGREN, CARL-MAGNUS, MOCCETTI, TIZIANO, PARKHOMENKO, ALEXANDER, TSELUYKO, VIRA, VOLKOV, VOLODYMYR, KOVAL, OLENA, KONONENKO, LYUDMYLA, PROKHOROV, OLEKSANDR, VDOVYCHENKO, VALERIY, BAZYLEVYCH, ANDRIY, RUDENKO, LEONID, VIZIR, VADYM, KARPENKO, OLEKSANDR, MALYNOVSKY, YAROSLAV, KOVAL, VALENTYNA, STOROZHUK, BORYS, COTTON, JAMES, VENKATARAMAN, ASOK, MORIARTY, ANDREW, CONNOLLY, DEREK, DAVEY, PATRICK, SENIOR, ROXY, BIRDI, INDERPAUL, CALVERT, JOHN, DONNELLY, PATRICK, TREVELYAN, JASPER, CARTER, JUSTIN, PEACE, AARON, AUSTIN, DAVID, KUKREJA, NEVILLE, HILTON, THOMAS, SRIVASTAVA, SUNNY, WALSH, RONALD, FIELDS, RONALD, HAKAS, JOSEPH, PORTNAY, EDWARD, GOGIA, HARINDER, SALACATA, ABRAHAM, HUNTER, JOHN J., BACHARACH, J MICHAEL, SHAMMAS, NICOLAS, SURESH, DAMODHAR, SCHNEIDER, RICKY, GURBEL, PAUL, BANERJEE, SUBHASH, GRENA, PAUL, BEDWELL, NOEL, SLOAN, STEPHEN, LUPOVITCH, STEVEN, SONI, ANAND, GIBSON, KATHLEEN, SANGRIGOLI, RENEE, MEHTA, RAJENDRA, I-HSUAN TSAI, PETER, GILLESPIE, EVE, DEMPSEY, STEPHEN, HAMROFF, GLENN, BLACK, ROBERT, LADER, ELLIS, KOSTIS, JOHN B., BITTNER, VERA, MCGUINN, WILLIAM, BRANCH, KELLEY, MALHOTRA, VINAY, MICHAELSON, STEPHEN, VACANTE, MICHAEL, MCCORMICK, MATTHEW, ARIMIE, RALUCA, CAMP, ALAN, DAGHER, GEORGE, KOSHY, N. MATHEW, THEW, STEPHEN, COSTELLO, FREDERICK, HEIMAN, MARK, CHILTON, ROBERT, MORAN, MICHAEL, ADLER, FREDRIC, COMEROTA, ANTHONY, SEIWERT, ANDREW, FRENCH, WILLIAM, SEROTA, HARVEY, HARRISON, ROBERT, BAKAEEN, FAISAL, OMER, SHUAB, CHANDRA, LOKESH, WHELAN, ALAN, BOYLE, ANDREW, ROBERTS-THOMSON, PHILIP, ROGERS, JAMES, CARROLL, PATRICK, COLQUHOUN, DAVID, SHAW, JAMES, BLOMBERY, PETER, AMERENA, JOHN, HII, CHRIS, ROYSE, ALISTAIR, SINGH, BHUWAN, SELVANAYAGAM, JOSEPH, JANSEN, SHIRLEY, LO, WINGCHI, HAMMETT, CHRISTOPHER, POULTER, ROHAN, NARASIMHAN, SESHASAYEE, WIGGERS, HENRIK, NIELSEN, HENRIK, GISLASON, GUNNAR, KOBER, LARS, HOULIND, KIM, BOENELYKKE SOERENSEN, VIBEKE, DIXEN, ULRIK, REFSGAARD, JENS, ZEUTHEN, ELISABETH, SOEGAARD, PETER, HRANAI, MARIAN, GASPAR, LUDOVIT, PELLA, DANIEL, HATALOVA, KATARINA, DROZDAKOVA, ERIKA, COMAN, IOAN, DIMULESCU, DOINA, VINEREANU, DRAGOS, CINTEZA, MIRCEA, SINESCU, CRINA, ARSENESCU, CATALINA, BENEDEK, IMRE, BOBESCU, ELENA, DOBREANU, DAN, GAITA, DAN, IANCU, ADRIAN, ILIESIU, ADRIANA, LIGHEZAN, DANIEL, PETRESCU, LUCIAN, PIRVU, OCTAVIAN, TEODORESCU, IULIA, TESLOIANU, DAN, VINTILA, MARIUS MARCIAN, CHIONCEL, OVIDIU, Anand, Sonia S, Bosch, Jackie, Eikelboom, John W, Connolly, Stuart J, Diaz, Rafael, Widimsky, Peter, Aboyans, Victor, Alings, Marco, Kakkar, Ajay K, Keltai, Katalin, Maggioni, Aldo P, Lewis, Basil S, Störk, Stefan, Zhu, Jun, Lopez-Jaramillo, Patricio, O'Donnell, Martin, Commerford, Patrick J, Vinereanu, Dragos, Pogosova, Nana, Ryden, Lars, Fox, Keith A A, Bhatt, Deepak L, Misselwitz, Frank, Varigos, John D, Vanassche, Thomas, Avezum, Alvaro A, Chen, Edmond, Branch, Kelley, Leong, Darryl P, Bangdiwala, Shrikant I, Hart, Robert G, and Yusuf, Salim

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2018
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9. Rivaroxaban with or without aspirin in patients with stable coronary artery disease: an international, randomised, double-blind, placebo-controlled trial

Author

Connolly, Stuart J, primary, Eikelboom, John W, additional, Bosch, Jackie, additional, Dagenais, Gilles, additional, Dyal, Leanne, additional, Lanas, Fernando, additional, Metsarinne, Kaj, additional, O'Donnell, Martin, additional, Dans, Anthony L, additional, Ha, Jong-Won, additional, Parkhomenko, Alexandr N, additional, Avezum, Alvaro A, additional, Lonn, Eva, additional, Lisheng, Liu, additional, Torp-Pedersen, Christian, additional, Widimsky, Petr, additional, Maggioni, Aldo P, additional, Felix, Camilo, additional, Keltai, Katalin, additional, Hori, Masatsugu, additional, Yusoff, Khalid, additional, Guzik, Tomasz J, additional, Bhatt, Deepak L, additional, Branch, Kelley R H, additional, Cook Bruns, Nancy, additional, Berkowitz, Scott D, additional, Anand, Sonia S, additional, Varigos, John D, additional, Fox, Keith A A, additional, Yusuf, Salim, additional, SALA, JORGELINA, additional, CARTASEGNA, LUIS, additional, VICO, MARISA, additional, HOMINAL, MIGUEL ANGEL, additional, HASBANI, EDUARDO, additional, CACCAVO, ALBERTO, additional, ZAIDMAN, CESAR, additional, VOGEL, DANIEL, additional, HRABAR, ADRIAN, additional, SCHYGIEL, PABLO OMAR, additional, CUNEO, CARLOS, additional, LUQUEZ, HUGO, additional, MACKINNON, IGNACIO J., additional, AHUAD GUERRERO, RODOLFO ANDRES, additional, COSTABEL, JUAN PABLO, additional, BARTOLACCI, INES PALMIRA, additional, MONTANA, OSCAR, additional, BARBIERI, MARIA, additional, GOMEZ VILAMAJO, OSCAR, additional, GARCIA DURAN, RUBEN OMAR, additional, SCHIAVI, LILIA BEATRIZ, additional, GARRIDO, MARCELO, additional, INGARAMO, ADRIAN, additional, BORDONAVA, ANSELMO PAULINO, additional, PELAGAGGE, MARIA JOSE, additional, NOVARETTO, LEONARDO, additional, ALBISU DI GENNERO, JUAN PABLO, additional, IBANEZ SAGGIA, LUZ MARIA, additional, ALVAREZ, MOIRA, additional, VITA, NESTOR ALEJANDRO, additional, MACIN, STELLA MARIS, additional, DRAN, RICARDO DARIO, additional, CARDONA, MARCELO, additional, GUZMAN, LUIS, additional, SARJANOVICH, RODOLFO JUAN, additional, CUADRADO, JESUS, additional, NANI, SEBASTIAN, additional, LITVAK BRUNO, MARCOS RAUL, additional, CHACON, CAROLINA, additional, MAFFEI, LAURA ELENA, additional, GRINFELD, DIEGO, additional, VENSENTINI, NATALIA, additional, MAJUL, CLAUDIO RODOLFO, additional, LUCIARDI, HECTOR LUCAS, additional, GONZALEZ COLASO, PATRICIA DEL CARMEN, additional, FERRE PACORA, FREDY ANTONI, additional, VAN DEN HEUVEL, PAUL, additional, VERHAMME, PETER, additional, ECTOR, BAVO, additional, DEBONNAIRE, PHILIPPE, additional, VAN DE BORNE, PHILIPPE, additional, LEROY, JEAN, additional, SCHROE, HERMAN, additional, VRANCKX, PASCAL, additional, ELEGEERT, IVAN, additional, HOFFER, ETIENNE, additional, DUJARDIN, KARL, additional, INDIO DO BRASIL, CLARISSE, additional, PRECOMA, DALTON, additional, ABRANTES, JOSE ANTONIO, additional, MANENTI, EULER, additional, REIS, GILMAR, additional, SARAIVA, JOSE, additional, MAIA, LILIA, additional, HERNANDES, MAURO, additional, ROSSI, PAULO, additional, ROSSI DOS SANTOS, FABIO, additional, ZIMMERMANN, SERGIO LUIZ, additional, RECH, RAFAEL, additional, ABIB JR, EDUARDO, additional, LEAES, PAULO, additional, BOTELHO, ROBERTO, additional, DUTRA, OSCAR, additional, SOUZA, WEIMAR, additional, BRAILE, MARIA, additional, IZUKAWA, NILO, additional, NICOLAU, JOSE CARLOS, additional, TANAJURA, LUIZ FERNANDO, additional, SERRANO JUNIOR, CARLOS VICENTE, additional, MINELLI, CESAR, additional, NASI, LUIZ ANTONIO, additional, OLIVEIRA, LIVIA, additional, DE CARVALHO CANTARELLI, MARCELO JOSE, additional, TYTUS, RICHARD, additional, PANDEY, SHEKHAR, additional, LONN, EVA, additional, CHA, JAMES, additional, VIZEL, SAUL, additional, BABAPULLE, MOHAN, additional, LAMY, ANDRE, additional, SAUNDERS, KEVIN, additional, BERLINGIERI, JOSEPH, additional, KIAII, BOB, additional, BHARGAVA, RAKESH, additional, MEHTA, PRAVINSAGAR, additional, HILL, LAURIE, additional, FELL, DAVID, additional, LAM, ANDY, additional, AL-QOOFI, FAISAL, additional, BROWN, CRAIG, additional, PETRELLA, ROBERT, additional, RICCI, JOSEPH A, additional, GLANZ, ANTHONY, additional, NOISEUX, NICOLAS, additional, BAINEY, KEVIN, additional, MERALI, FATIMA, additional, HEFFERNAN, MICHAEL, additional, DELLA SIEGA, ANTHONY, additional, DAGENAIS, GILLES R, additional, DAGENAIS, FRANCOIS, additional, BRULOTTE, STEEVE, additional, NGUYEN, MICHEL, additional, HARTLEIB, MICHAEL, additional, GUZMAN, RANDOLPH, additional, BOURGEOIS, RONALD, additional, RUPKA, DENNIS, additional, KHAYKIN, YAARIV, additional, GOSSELIN, GILBERT, additional, HUYNH, THAO, additional, PILON, CLAUDE, additional, CAMPEAU, JEAN, additional, PICHETTE, FRANCIS, additional, DIAZ, ARIEL, additional, JOHNSTON, JAMES, additional, SHUKLE, PRAVIN, additional, HIRSCH, GREGORY, additional, RHEAULT, PAUL, additional, CZARNECKI, WLODZIMIERZ, additional, ROY, ANNIE, additional, NAWAZ, SHAH, additional, FREMES, STEPHEN, additional, SHUKLA, DINKAR, additional, JANO, GABRIEL, additional, COBOS, JORGE LEONARDO, additional, CORBALAN, RAMON, additional, MEDINA, MARCELO, additional, NAHUELPAN, LEONARDO, additional, RAFFO, CARLOS, additional, PEREZ, LUIS, additional, POTTHOFF, SERGIO, additional, STOCKINS, BENJAMIN, additional, SEPULVEDA, PABLO, additional, PINCETTI, CHRISTIAN, additional, VEJAR, MARGARITA, additional, TIAN, HONGYAN, additional, WU, XUESI, additional, KE, YUANNAN, additional, JIA, KAIYING, additional, YIN, PENGFEI, additional, WANG, ZHAOHUI, additional, YU, LITIAN, additional, WU, SHULIN, additional, WU, ZONGQUI, additional, LIU, SHAO WEN, additional, BAI, XIAO JUAN, additional, ZHENG, YANG, additional, YANG, PING, additional, YANG, YUN MEI, additional, ZHANG, JIWEI, additional, GE, JUNBO, additional, CHEN, XIAO PING, additional, LI, JUNXIA, additional, HU, TAO HONG, additional, ZHANG, RUIYAN, additional, ZHENG, ZHE, additional, CHEN, XIN, additional, TAO, LIANG, additional, LI, JIANPING, additional, HUANG, WEIJIAN, additional, FU, GUOSHENG, additional, LI, CHUNJIAN, additional, DONG, YUGANG, additional, WANG, CHUNSHENG, additional, ZHOU, XINMIN, additional, KONG, YE, additional, SOTOMAYOR, ARISTIDES, additional, ACCINI MENDOZA, JOSE LUIS, additional, CASTILLO, HENRY, additional, URINA, MIGUEL, additional, AROCA, GUSTAVO, additional, PEREZ, MARITZA, additional, MOLINA DE SALAZAR, DORA INES, additional, SANCHEZ VALLEJO, GREGORIO, additional, FERNANDO, MANZUR J, additional, GARCIA, HENRY, additional, GARCIA, LUIS HERNANDO, additional, ARCOS, EDGAR, additional, GOMEZ, JUAN, additional, CUERVO MILLAN, FRANCISCO, additional, TRUJILLO DADA, FREDY ALBERTO, additional, VESGA, BORIS, additional, MORENO SILGADO, GUSTAVO ADOLFO, additional, ZIDKOVA, EVA, additional, LUBANDA, JEAN-CLAUDE, additional, KALETOVA, MARKETA, additional, KRYZA, RADIM, additional, MARCINEK, GABRIEL, additional, RICHTER, MAREK, additional, SPINAR, JINDRICH, additional, MATUSKA, JIRI, additional, TESAK, MARTIN, additional, MOTOVSKA, ZUZANA, additional, BRANNY, MARIAN, additional, MALY, JIRI, additional, MALY, MARTIN, additional, WIENDL, MARTIN, additional, FOLTYNOVA CAISOVA, LENKA, additional, SLABY, JOSEF, additional, VOJTISEK, PETR, additional, PIRK, JAN, additional, SPINAROVA, LENKA, additional, BENESOVA, MIROSLAVA, additional, CANADYOVA, JULIA, additional, HOMZA, MIROSLAV, additional, FLORIAN, JINDRICH, additional, POLASEK, ROSTISLAV, additional, COUFAL, ZDENEK, additional, SKALNIKOVA, VLADIMIRA, additional, BRAT, RADIM, additional, BRTKO, MIROSLAV, additional, JANSKY, PETR, additional, LINDNER, JAROSLAV, additional, MARCIAN, PAVEL, additional, STRAKA, ZBYNEK, additional, TRETINA, MARTIN, additional, DUARTE, YAN CARLOS, additional, POW CHON LONG, FREDDY, additional, SANCHEZ, MAYRA, additional, LOPEZ, JOSE, additional, PERUGACHI, CARMITA, additional, MARMOL, RICARDO, additional, TRUJILLO, FREDDY, additional, TERAN, PABLO, additional, TUOMILEHTO, JAAKKO, additional, TUOMILEHTO, HENRI, additional, TUOMINEN, MARJA-LEENA, additional, KANTOLA, ILKKA, additional, STEG, GABRIEL, additional, ABOYANS, VICTOR, additional, LECLERCQ, FLORENCE, additional, FERRARI, EMILE, additional, BOCCARA, FRANCK, additional, MESSAS, EMMANUEL, additional, MISMETTI, PATRICK, additional, SEVESTRE, MARIE ANTOINETTE, additional, CAYLA, GUILLAUME, additional, MOTREFF, PASCAL, additional, STOERK, STEFAN, additional, DUENGEN, HANS-DIRK, additional, STELLBRINK, CHRISTOPH, additional, GUEROCAK, OSMAN, additional, KADEL, CHRISTOPH, additional, BRAUN-DULLAEUS, RUEDIGER, additional, JESERICH, MICHAEL, additional, OPITZ, CHRISTIAN, additional, VOEHRINGER, HANS-FRIEDRICH, additional, APPEL, KARL-FRIEDRICH, additional, WINKELMANN, BERNHARD, additional, DORSEL, THOMAS, additional, NIKOL, SIGRID, additional, DARIUS, HARALD, additional, RANFT, JURGEN, additional, SCHELLONG, SEBASTIAN, additional, JUNGMAIR, WOLFGANG, additional, DAVIERWALA, PIROZE, additional, VORPAHL, MARC, additional, BAJNOK, LASZLO, additional, LASZLO, ZOLTAN, additional, NOORI, EBRAHIM, additional, VERESS, GABOR, 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PASQUALE, GIUSEPPE, additional, DI BIASE, MATTEO, additional, MANDORLA, SARA, additional, BERNARDINANGELI, MARINO, additional, PICCINNI, GIOVANNI CARLO, additional, GULIZIA, MICHELE MASSIMO, additional, GALVANI, MARCELLO, additional, VENTURI, FLAVIO, additional, MOROCUTTI, GIORGIO, additional, BALDIN, MARIA GRAZIA, additional, OLIVIERI, CARLO, additional, PERNA, GIAN PIERO, additional, CIRRINCIONE, VINCENZO, additional, KANNO, TAKAYASU, additional, DAIDA, HIROYUKI, additional, OZAKI, YUKIO, additional, MIYAMOTO, NAOMASA, additional, HIGASHIUE, SHINICHI, additional, DOMAE, HIROSHI, additional, HOSOKAWA, SHINOBU, additional, KOBAYASHI, HIROO, additional, KURAMOCHI, TAKEHIKO, additional, FUJII, KENSHI, additional, MIZUTOMI, KAZUAKI, additional, SAKU, KEIJIRO, additional, KIMURA, KAZUO, additional, HIGUCHI, YOSHIHARU, additional, ABE, MITSUNORI, additional, OKUDA, HARUHITO, additional, NODA, TOSHIYUKI, additional, MITA, TERUAKI, additional, HIRAYAMA, ATSUSHI, additional, ONAKA, HARUHIKO, additional, INOKO, MORIAKI, additional, HIROKAMI, MITSUGU, additional, OKUBO, MUNENORI, additional, AKATSUKA, YUTAKA, additional, IMAMAKI, MIZUHO, additional, KAMIYA, HARUO, additional, MANITA, MAMORU, additional, HIMI, TOSHIHARU, additional, UENO, HIDEKI, additional, HISAMATSU, YUJI, additional, AKO, JUNYA, additional, NISHINO, YASUHIRO, additional, KAWAKAMI, HIDEO, additional, YAMADA, YUTAKA, additional, KORETSUNE, YUKIHIRO, additional, YAMADA, TAKAHISA, additional, YOSHIDA, TETSURO, additional, SHIMOMURA, HIDEKI, additional, KINOSHITA, NORIYUKI, additional, TAKAHASHI, AKIHIKO, additional, YUSOFF, KHALID, additional, WAN AHMAD, WAN AZMAN, additional, ABU HASSAN, MUHAMMAD RADZI, additional, KASIM, SAZZLI, additional, ABDUL RAHIM, AIZAI AZAN, additional, MOHD ZAMRIN, DIMON, additional, MACHIDA, MASAHARU, additional, HIGASHINO, YORIHIKO, additional, UTSU, NORIAKI, additional, NAKANO, AKIHIKO, additional, NAKAMURA, SHIGERU, additional, HASHIMOTO, TETSUO, additional, ANDO, KENJI, additional, SAKAMOTO, TOMOHIRO, additional, PRINS, F.J., additional, LOK, DIRK, additional, MILHOUS, JOHANNES GERT-JAN, additional, VIERGEVER, ERIC, additional, WILLEMS, FRANK, additional, SWART, HENK, additional, ALINGS, MARCO, additional, BREEDVELD, ROB, additional, DE VRIES, KEES-JAN, additional, VAN DER BORGH, ROGER, additional, OEI, FANNY, additional, ZOET-NUGTEREN, STIENEKE, additional, KRAGTEN, HANS, additional, HERRMAN, JEAN PAUL, additional, VAN BERGEN, PAUL, additional, GOSSELINK, MARCEL, additional, HOEKSTRA, EDUARD, additional, ZEGERS, ERWIN, additional, RONNER, EELKO, additional, DEN HARTOG, FRANK, additional, BARTELS, GERARD, additional, NIEROP, PETER, additional, VAN DER ZWAAN, COEN, additional, VAN ECK, JACOB, additional, VAN GORSELEN, EDWIN, additional, GROENEMEIJER, BJORN, additional, HOOGSLAG, PIETER, additional, DE GROOT, MARC ROBERT, additional, LOYOLA, ALDRIN, additional, SULIT, DENNIS JOSE, additional, REY, NANNETTE, additional, ABOLA, MARIA TERESA, additional, MORALES, DANTE, additional, PALOMARES, ELLEN, additional, ABAT, MARC EVANS, additional, ROGELIO, GREGORIO, additional, CHUA, PHILIP, additional, DEL PILAR, JOSE CARLO, additional, ALCARAZ, JOHN DENNIS, additional, EBO, GERALDINE, additional, TIRADOR, LOUIE, additional, CRUZ, JOSEFINA, additional, ANONUEVO, JOHN, additional, PITARGUE, ARTHUR, additional, JANION, MARIANNA, additional, GUZIK, TOMASZ, additional, GAJOS, GRZEGORZ, additional, ZABOWKA, MACIEJ, additional, RYNKIEWICZ, ANDRZEJ, additional, BRONCEL, MARLENA, additional, SZUBA, ANDRZEJ, additional, CZARNECKA, DANUTA, additional, MAGA, PAWEL, additional, STRAZHESKO, IRINA, additional, VASYUK, YURY, additional, SIZOVA, ZHANNA, additional, POZDNYAKOV, YURY, additional, BARBARASH, OLGA, additional, VOEVODA, MIKHAIL, additional, POPONINA, TATIANA, additional, REPIN, ALEXEY, additional, OSIPOVA, IRINA, additional, EFREMUSHKINA, ANNA, additional, NOVIKOVA, NINA, additional, AVERKOV, OLEG, additional, ZATEYSHCHIKOV, DMITRY, additional, VERTKIN, ARKADIY, additional, AUSHEVA, AZA, additional, COMMERFORD, PATRICK, additional, SEEDAT, SAADIYA, additional, VAN ZYL, LOUIS, additional, ENGELBRECHT, JAN, additional, MAKOTOKO, ELLEN MAKONLI, additional, PRETORIUS, CATHARINA ELIZABETH, additional, MOHAMED, ZAID, additional, HORAK, ADRIAN, additional, MABIN, THOMAS, additional, KLUG, ERIC, additional, BAE, JANG-HO, additional, KIM, CHEOLHO, additional, KIM, CHONG-JIN, additional, KIM, DONG-SOO, additional, KIM, YONG JIN, additional, JOO, SEUNGJAE, additional, HA, JONG-WON, additional, PARK, CHUL SOO, additional, KIM, JANG YOUNG, additional, KIM, YOUNG-KWON, additional, JARNERT, CHRISTINA, additional, MOOE, THOMAS, additional, DELLBORG, MIKAEL, additional, TORSTENSSON, INGEMAR, additional, ALBERTSSON, PER, additional, JOHANSSON, LARS, additional, AL-KHALILI, FARIS, additional, ALMROTH, HENRIK, additional, ANDERSSON, TOMMY, additional, PANTEV, EMIL, additional, TENGMARK, BENGT-OLOV, additional, LIU, BO, additional, RASMANIS, GUNDARS, additional, WAHLGREN, CARL-MAGNUS, additional, MOCCETTI, TIZIANO, additional, PARKHOMENKO, ALEXANDER, additional, TSELUYKO, VIRA, additional, VOLKOV, VOLODYMYR, additional, KOVAL, OLENA, additional, KONONENKO, LYUDMYLA, additional, PROKHOROV, OLEKSANDR, additional, VDOVYCHENKO, VALERIY, additional, BAZYLEVYCH, ANDRIY, additional, RUDENKO, LEONID, additional, VIZIR, VADYM, additional, KARPENKO, OLEKSANDR, additional, MALYNOVSKY, YAROSLAV, additional, KOVAL, VALENTYNA, additional, STOROZHUK, BORYS, additional, COTTON, JAMES, additional, VENKATARAMAN, ASOK, additional, MORIARTY, ANDREW, additional, CONNOLLY, DEREK, additional, DAVEY, PATRICK, additional, SENIOR, ROXY, additional, BIRDI, INDERPAUL, additional, CALVERT, JOHN, additional, DONNELLY, PATRICK, additional, TREVELYAN, JASPER, additional, CARTER, JUSTIN, additional, PEACE, AARON, additional, AUSTIN, DAVID, additional, KUKREJA, NEVILLE, additional, HILTON, THOMAS, additional, SRIVASTAVA, SUNNY, additional, WALSH, RONALD, additional, FIELDS, RONALD, additional, HAKAS, JOSEPH, additional, PORTNAY, EDWARD, additional, GOGIA, HARINDER, additional, SALACATA, ABRAHAM, additional, HUNTER, JOHN J., additional, BACHARACH, J MICHAEL, additional, SHAMMAS, NICOLAS, additional, SURESH, DAMODHAR, additional, SCHNEIDER, RICKY, additional, GURBEL, PAUL, additional, BANERJEE, SUBHASH, additional, GRENA, PAUL, additional, BEDWELL, NOEL, additional, SLOAN, STEPHEN, additional, LUPOVITCH, STEVEN, additional, SONI, ANAND, additional, GIBSON, KATHLEEN, additional, SANGRIGOLI, RENEE, additional, MEHTA, RAJENDRA, additional, I-HSUAN TSAI, PETER, additional, GILLESPIE, EVE, additional, DEMPSEY, STEPHEN, additional, HAMROFF, GLENN, additional, BLACK, ROBERT, additional, LADER, ELLIS, additional, KOSTIS, JOHN B., additional, BITTNER, VERA, additional, MCGUINN, WILLIAM, additional, BRANCH, KELLEY, additional, MALHOTRA, VINAY, additional, MICHAELSON, STEPHEN, additional, VACANTE, MICHAEL, additional, MCCORMICK, MATTHEW, additional, ARIMIE, RALUCA, additional, CAMP, ALAN, additional, DAGHER, GEORGE, additional, KOSHY, N. MATHEW, additional, THEW, STEPHEN, additional, COSTELLO, FREDERICK, additional, HEIMAN, MARK, additional, CHILTON, ROBERT, additional, MORAN, MICHAEL, additional, ADLER, FREDRIC, additional, COMEROTA, ANTHONY, additional, SEIWERT, ANDREW, additional, FRENCH, WILLIAM, additional, SEROTA, HARVEY, additional, HARRISON, ROBERT, additional, BAKAEEN, FAISAL, additional, OMER, SHUAB, additional, CHANDRA, LOKESH, additional, WHELAN, ALAN, additional, BOYLE, ANDREW, additional, ROBERTS-THOMSON, PHILIP, additional, ROGERS, JAMES, additional, CARROLL, PATRICK, additional, COLQUHOUN, DAVID, additional, SHAW, JAMES, additional, BLOMBERY, PETER, additional, AMERENA, JOHN, additional, HII, CHRIS, additional, ROYSE, ALISTAIR, additional, SINGH, BHUWAN, additional, SELVANAYAGAM, JOSEPH, additional, JANSEN, SHIRLEY, additional, LO, WINGCHI, additional, HAMMETT, CHRISTOPHER, additional, POULTER, ROHAN, additional, NARASIMHAN, SESHASAYEE, additional, WIGGERS, HENRIK, additional, NIELSEN, HENRIK, additional, GISLASON, GUNNAR, additional, KOBER, LARS, additional, HOULIND, KIM, additional, BOENELYKKE SOERENSEN, VIBEKE, additional, DIXEN, ULRIK, additional, REFSGAARD, JENS, additional, ZEUTHEN, ELISABETH, additional, SOEGAARD, PETER, additional, HRANAI, MARIAN, additional, GASPAR, LUDOVIT, additional, PELLA, DANIEL, additional, HATALOVA, KATARINA, additional, DROZDAKOVA, ERIKA, additional, COMAN, IOAN, additional, DIMULESCU, DOINA, additional, VINEREANU, DRAGOS, additional, CINTEZA, MIRCEA, additional, SINESCU, CRINA, additional, ARSENESCU, CATALINA, additional, BENEDEK, IMRE, additional, BOBESCU, ELENA, additional, DOBREANU, DAN, additional, GAITA, DAN, additional, IANCU, ADRIAN, additional, ILIESIU, ADRIANA, additional, LIGHEZAN, DANIEL, additional, PETRESCU, LUCIAN, additional, PIRVU, OCTAVIAN, additional, TEODORESCU, IULIA, additional, TESLOIANU, DAN, additional, VINTILA, MARIUS MARCIAN, additional, and CHIONCEL, OVIDIU, additional

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2018
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10. Rivaroxaban with or without aspirin in patients with stable peripheral or carotid artery disease: an international, randomised, double-blind, placebo-controlled trial

Author

Anand, Sonia S, primary, Bosch, Jackie, additional, Eikelboom, John W, additional, Connolly, Stuart J, additional, Diaz, Rafael, additional, Widimsky, Peter, additional, Aboyans, Victor, additional, Alings, Marco, additional, Kakkar, Ajay K, additional, Keltai, Katalin, additional, Maggioni, Aldo P, additional, Lewis, Basil S, additional, Störk, Stefan, additional, Zhu, Jun, additional, Lopez-Jaramillo, Patricio, additional, O'Donnell, Martin, additional, Commerford, Patrick J, additional, Vinereanu, Dragos, additional, Pogosova, Nana, additional, Ryden, Lars, additional, Fox, Keith A A, additional, Bhatt, Deepak L, additional, Misselwitz, Frank, additional, Varigos, John D, additional, Vanassche, Thomas, additional, Avezum, Alvaro A, additional, Chen, Edmond, additional, Branch, Kelley, additional, Leong, Darryl P, additional, Bangdiwala, Shrikant I, additional, Hart, Robert G, additional, Yusuf, Salim, additional, SALA, JORGELINA, additional, CARTASEGNA, LUIS, additional, VICO, MARISA, additional, HOMINAL, MIGUEL ANGEL, additional, HASBANI, EDUARDO, additional, CACCAVO, ALBERTO, additional, ZAIDMAN, CESAR, additional, VOGEL, DANIEL, additional, HRABAR, ADRIAN, additional, SCHYGIEL, PABLO OMAR, additional, CUNEO, CARLOS, additional, LUQUEZ, HUGO, additional, MACKINNON, IGNACIO J., additional, AHUAD GUERRERO, RODOLFO ANDRES, additional, COSTABEL, JUAN PABLO, additional, BARTOLACCI, INES PALMIRA, additional, MONTANA, OSCAR, additional, BARBIERI, MARIA, additional, GOMEZ VILAMAJO, OSCAR, additional, GARCIA DURAN, RUBEN OMAR, additional, SCHIAVI, LILIA BEATRIZ, additional, GARRIDO, MARCELO, additional, INGARAMO, ADRIAN, additional, BORDONAVA, ANSELMO PAULINO, additional, PELAGAGGE, MARIA JOSE, additional, NOVARETTO, LEONARDO, additional, ALBISU DI GENNERO, JUAN PABLO, additional, IBANEZ SAGGIA, LUZ MARIA, additional, ALVAREZ, MOIRA, additional, VITA, NESTOR ALEJANDRO, additional, MACIN, STELLA MARIS, additional, DRAN, RICARDO DARIO, additional, CARDONA, MARCELO, additional, GUZMAN, LUIS, additional, SARJANOVICH, RODOLFO JUAN, additional, CUADRADO, JESUS, additional, NANI, SEBASTIAN, additional, LITVAK BRUNO, MARCOS RAUL, additional, CHACON, CAROLINA, additional, MAFFEI, LAURA ELENA, additional, GRINFELD, DIEGO, additional, VENSENTINI, NATALIA, additional, MAJUL, CLAUDIO RODOLFO, additional, LUCIARDI, HECTOR LUCAS, additional, GONZALEZ COLASO, PATRICIA DEL CARMEN, additional, FERRE PACORA, FREDY ANTONI, additional, VAN DEN HEUVEL, PAUL, additional, VERHAMME, PETER, additional, ECTOR, BAVO, additional, DEBONNAIRE, PHILIPPE, additional, VAN DE BORNE, PHILIPPE, additional, LEROY, JEAN, additional, SCHROE, HERMAN, additional, VRANCKX, PASCAL, additional, ELEGEERT, IVAN, additional, HOFFER, ETIENNE, additional, DUJARDIN, KARL, additional, INDIO DO BRASIL, CLARISSE, additional, PRECOMA, DALTON, additional, ABRANTES, JOSE ANTONIO, additional, MANENTI, EULER, additional, REIS, GILMAR, additional, SARAIVA, JOSE, additional, MAIA, LILIA, additional, HERNANDES, MAURO, additional, ROSSI, PAULO, additional, ROSSI DOS SANTOS, FABIO, additional, ZIMMERMANN, SERGIO LUIZ, additional, RECH, RAFAEL, additional, ABIB JR, EDUARDO, additional, LEAES, PAULO, additional, BOTELHO, ROBERTO, additional, DUTRA, OSCAR, additional, SOUZA, WEIMAR, additional, BRAILE, MARIA, additional, IZUKAWA, NILO, additional, NICOLAU, JOSE CARLOS, additional, TANAJURA, LUIZ FERNANDO, additional, SERRANO JUNIOR, CARLOS VICENTE, additional, MINELLI, CESAR, additional, NASI, LUIZ ANTONIO, additional, OLIVEIRA, LIVIA, additional, DE CARVALHO CANTARELLI, MARCELO JOSE, additional, TYTUS, RICHARD, additional, PANDEY, SHEKHAR, additional, LONN, EVA, additional, CHA, JAMES, additional, VIZEL, SAUL, additional, BABAPULLE, MOHAN, additional, LAMY, ANDRE, additional, SAUNDERS, KEVIN, additional, BERLINGIERI, JOSEPH, additional, KIAII, BOB, additional, BHARGAVA, RAKESH, additional, MEHTA, PRAVINSAGAR, additional, HILL, LAURIE, additional, FELL, DAVID, additional, LAM, ANDY, additional, AL-QOOFI, FAISAL, additional, BROWN, CRAIG, additional, PETRELLA, ROBERT, additional, RICCI, JOSEPH A, additional, GLANZ, ANTHONY, additional, NOISEUX, NICOLAS, additional, BAINEY, KEVIN, additional, MERALI, FATIMA, additional, HEFFERNAN, MICHAEL, additional, DELLA SIEGA, ANTHONY, additional, DAGENAIS, GILLES R, additional, DAGENAIS, FRANCOIS, additional, BRULOTTE, STEEVE, additional, NGUYEN, MICHEL, additional, HARTLEIB, MICHAEL, additional, GUZMAN, RANDOLPH, additional, BOURGEOIS, RONALD, additional, RUPKA, DENNIS, additional, KHAYKIN, YAARIV, additional, GOSSELIN, GILBERT, additional, HUYNH, THAO, additional, PILON, CLAUDE, additional, CAMPEAU, JEAN, additional, PICHETTE, FRANCIS, additional, DIAZ, ARIEL, additional, JOHNSTON, JAMES, additional, SHUKLE, PRAVIN, additional, HIRSCH, GREGORY, additional, RHEAULT, PAUL, additional, CZARNECKI, WLODZIMIERZ, additional, ROY, ANNIE, additional, NAWAZ, SHAH, additional, FREMES, STEPHEN, additional, SHUKLA, DINKAR, additional, JANO, GABRIEL, additional, COBOS, JORGE LEONARDO, additional, CORBALAN, RAMON, additional, MEDINA, MARCELO, additional, NAHUELPAN, LEONARDO, additional, RAFFO, CARLOS, additional, PEREZ, LUIS, additional, POTTHOFF, SERGIO, additional, STOCKINS, BENJAMIN, additional, SEPULVEDA, PABLO, additional, PINCETTI, CHRISTIAN, additional, VEJAR, MARGARITA, additional, TIAN, HONGYAN, additional, WU, XUESI, additional, KE, YUANNAN, additional, JIA, KAIYING, additional, YIN, PENGFEI, additional, WANG, ZHAOHUI, additional, YU, LITIAN, additional, WU, SHULIN, additional, WU, ZONGQUI, additional, LIU, SHAO WEN, additional, BAI, XIAO JUAN, additional, ZHENG, YANG, additional, YANG, PING, additional, YANG, YUN MEI, additional, ZHANG, JIWEI, additional, GE, JUNBO, additional, CHEN, XIAO PING, additional, LI, JUNXIA, additional, HU, TAO HONG, additional, ZHANG, RUIYAN, additional, ZHENG, ZHE, additional, CHEN, XIN, additional, TAO, LIANG, additional, LI, JIANPING, additional, HUANG, WEIJIAN, additional, 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2018
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