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2. An Instance Selection Algorithm for Big Data in High imbalanced datasets based on LSH

Author

Melo-Acosta, Germán E., Duitama-Muñoz, Freddy, and Arias-Londoño, Julián D.

Subjects
Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Data Structures and Algorithms, ACM-class:I.5.1, I.2.1, I.5.1, I.2.1
Abstract

Training of Machine Learning (ML) models in real contexts often deals with big data sets and high-class imbalance samples where the class of interest is unrepresented (minority class). Practical solutions using classical ML models address the problem of large data sets using parallel/distributed implementations of training algorithms, approximate model-based solutions, or applying instance selection (IS) algorithms to eliminate redundant information. However, the combined problem of big and high imbalanced datasets has been less addressed. This work proposes three new methods for IS to be able to deal with large and imbalanced data sets. The proposed methods use Locality Sensitive Hashing (LSH) as a base clustering technique, and then three different sampling methods are applied on top of the clusters (or buckets) generated by LSH. The algorithms were developed in the Apache Spark framework, guaranteeing their scalability. The experiments carried out in three different datasets suggest that the proposed IS methods can improve the performance of a base ML model between 5% and 19% in terms of the geometric mean., Comment: 23 pages, 15 figures

Published
2022

6. Patterns of oral anticoagulant use and outcomes in Asian patients with atrial fibrillation: a post-hoc analysis from the GLORIA-AF Registry

Author

Abban, Dzifa Wosornu, Abdul, Nasser, Abud, Atilio Marcelo, Adams, Fran, Addala, Srinivas, Adragão, Pedro, Ageno, Walter, Aggarwal, Rajesh, Agosti, Sergio, Agostoni, Piergiuseppe, Aguilar, Francisco, Linares, Julio Aguilar, Aguinaga, Luis, Ahmed, Jameel, Aiello, Allessandro, Ainsworth, Paul, Aiub, Jorge Roberto, Al-Dallow, Raed, Alderson, Lisa, Aldrete Velasco, Jorge Antonio, Alexopoulos, Dimitrios, Manterola, Fernando Alfonso, Aliyar, Pareed, Alonso, David, Alves da Costa, Fernando Augusto, Amado, José, Amara, Walid, Amelot, Mathieu, Amjadi, Nima, Ammirati, Fabrizio, Andrade, Marianna, Andrawis, Nabil, Annoni, Giorgio, Ansalone, Gerardo, Ariani, M.Kevin, Arias, Juan Carlos, Armero, Sébastien, Arora, Chander, Aslam, Muhammad Shakil, Asselman, M., Audouin, Philippe, Augenbraun, Charles, Aydin, S., Ayryanova, Ivaneta, Aziz, Emad, Backes, Luciano Marcelo, Badings, E., Bagni, Ermentina, Baker, Seth H., Bala, Richard, Baldi, Antonio, Bando, Shigenobu, Banerjee, Subhash, Bank, Alan, Esquivias, Gonzalo Barón, Barr, Craig, Bartlett, Maria, Kes, Vanja Basic, Baula, Giovanni, Behrens, Steffen, Bell, Alan, Benedetti, Raffaella, Mazuecos, Juan Benezet, Benhalima, Bouziane, Bergler-Klein, Jutta, Berneau, Jean-Baptiste, Bernstein, Richard A., Berrospi, Percy, Berti, Sergio, Berz, Andrea, Best, Elizabeth, Bettencourt, Paulo, Betzu, Robert, Bhagwat, Ravi, Bhatta, Luna, Biscione, Francesco, Bisignani, Giovanni, Black, Toby, Bloch, Michael J., Bloom, Stephen, Blumberg, Edwin, Bo, Mario, Bøhmer, Ellen, Bollmann, Andreas, Bongiorni, Maria Grazia, Boriani, Giuseppe, Boswijk, D.J., Bott, Jochen, Bottacchi, Edo, Kalan, Marica Bracic, Bradman, Drew, Brautigam, Donald, Breton, Nicolas, Brouwers, P.J.A.M., Browne, Kevin, Cortada, Jordi Bruguera, Bruni, A., Brunschwig, Claude, Buathier, Hervé, Buhl, Aurélie, Bullinga, John, Cabrera, Jose Walter, Caccavo, Alberto, Cai, Shanglang, Caine, Sarah, Calò, Leonardo, Calvi, Valeria, Sánchez, Mauricio Camarillo, Candeias, Rui, Capuano, Vincenzo, Capucci, Alessandro, Caputo, Ronald, Rizo, Tatiana Cárdenas, Cardona, Francisco, Carlos da Costa Darrieux, Francisco, Duarte Vera, Yan Carlos, Carolei, Antonio, Carreño, Susana, Carvalho, Paula, Cary, Susanna, Casu, Gavino, Cavallini, Claudio, Cayla, Guillaume, Celentano, Aldo, Cha, Tae-Joon, Cha, Kwang Soo, Chae, Jei Keon, Chalamidas, Kathrine, Challappa, Krishnan, Chand, Sunil Prakash, Chandrashekar, Harinath, Chartier, Ludovic, Chatterjee, Kausik, Chavez Ayala, Carlos Antero, Cheema, Aamir, Cheema, Amjad, Chen, Lin, Chen, Shih-Ann, Chen, Jyh Hong, Chiang, Fu-Tien, Chiarella, Francesco, Chih-Chan, Lin, Cho, Yong Keun, Choi, Jong-Il, Choi, Dong Ju, Chouinard, Guy, Hoi-Fan Chow, Danny, Chrysos, Dimitrios, Chumakova, Galina, José Roberto, Eduardo Julián, Valenzuela, Chuquiure, Nica, Nicoleta Cindea, Cislowski, David J., Clay, Anthony, Clifford, Piers, Cohen, Andrew, Cohen, Michael, Cohen, Serge, Colivicchi, Furio, Collins, Ronan, Colonna, Paolo, Compton, Steve, Connolly, Derek, Conti, Alberto, Buenostro, Gabriel Contreras, Coodley, Gregg, Cooper, Martin, Coronel, Julian, Corso, Giovanni, Sales, Juan Cosín, Cottin, Yves, Covalesky, John, Cracan, Aurel, Crea, Filippo, Crean, Peter, Crenshaw, James, Cullen, Tina, Darius, Harald, Dary, Patrick, Dascotte, Olivier, Dauber, Ira, Davalos, Vicente, Davies, Ruth, Davis, Gershan, Davy, Jean-Marc, Dayer, Mark, De Biasio, Marzia, De Bonis, Silvana, De Caterina, Raffaele, De Franceschi, Teresiano, de Groot, J.R., De Horta, José, De La Briolle, Axel, Topete, Gilberto de la Pena, Vicenzo de Paola, Angelo Amato, de Souza, Weimar, de Veer, A., De Wolf, Luc, Decoulx, Eric, Deepak, Sasalu, Defaye, Pascal, Del-Carpio Munoz, Freddy, Brkljacic, Diana Delic, Deumite, N. Joseph, Di Legge, Silvia, Diemberger, Igor, Dietz, Denise, Dionísio, Pedro, Dong, Qiang, Rossi dos Santos, Fabio, Dotcheva, Elena, Doukky, Rami, D'Souza, Anthony, Dubrey, Simon, Ducrocq, Xavier, Dupljakov, Dmitry, Duque, Mauricio, Dutta, Dipankar, Duvilla, Nathalie, Duygun, A., Dziewas, Rainer, Eaton, Charles B., Eaves, William, Ebels-Tuinbeek; Clifford Ehrlich, L.A., Eichinger-Hasenauer, Sabine, Eisenberg, Steven J., El Jabali, Adnan, El Shahawy, Mahfouz, Hernandes, Mauro Esteves, Izal, Ana Etxeberria, Evonich, Rudolph, III, Evseeva, Oksana, Ezhov, Andrey, Fahmy, Raed, Fang, Quan, Farsad, Ramin, Fauchier, Laurent, Favale, Stefano, Fayard, Maxime, Fedele, Jose Luis, Fedele, Francesco, Fedorishina, Olga, Fera, Steven R., Gomes Ferreira, Luis Gustavo, Ferreira, Jorge, Ferri, Claudio, Ferrier, Anna, Ferro, Hugo, Finsen, Alexandra, First, Brian, Fischer, Stuart, Fonseca, Catarina, Almeida, Luísa Fonseca, Forman, Steven, Frandsen, Brad, French, William, Friedman, Keith, Friese, Athena, Fruntelata, Ana Gabriela, Fujii, Shigeru, Fumagalli, Stefano, Fundamenski, Marta, Furukawa, Yutaka, Gabelmann, Matthias, Gabra, Nashwa, Gadsbøll, Niels, Galinier, Michel, Gammelgaard, Anders, Ganeshkumar, Priya, Gans, Christopher, Quintana, Antonio Garcia, Gartenlaub, Olivier, Gaspardone, Achille, Genz, Conrad, Georger, Frédéric, Georges, Jean-Louis, Georgeson, Steven, Giedrimas, Evaldas, Gierba, Mariusz, Ortega, Ignacio Gil, Gillespie, Eve, Giniger, Alberto, Giudici, Michael C., Gkotsis, Alexandros, Glotzer, Taya V., Gmehling, Joachim, Gniot, Jacek, Goethals, Peter, Goldbarg, Seth, Goldberg, Ronald, Goldmann, Britta, Golitsyn, Sergey, Gómez, Silvia, Mesa, Juan Gomez, Gonzalez, Vicente Bertomeu, Gonzalez Hermosillo, Jesus Antonio, González López, Víctor Manuel, Gorka, Hervé, Gornick, Charles, Gorog, Diana, Gottipaty, Venkat, Goube, Pascal, Goudevenos, Ioannis, Graham, Brett, Greer, G. Stephen, Gremmler, Uwe, Grena, Paul G., Grond, Martin, Gronda, Edoardo, Grönefeld, Gerian, Gu, Xiang, Torres Torres, Ivett Guadalupe, Guardigli, Gabriele, Guevara, Carolina, Guignier, Alexandre, Gulizia, Michele, Gumbley, Michael, Günther, Albrecht, Ha, Andrew, Hahalis, Georgios, Hakas, Joseph, Hall, Christian, Han, Bing, Han, Seongwook, Hargrove, Joe, Hargroves, David, Harris, Kenneth B., Haruna, Tetsuya, Hayek, Emil, Healey, Jeff, Hearne, Steven, Heffernan, Michael, Heggelund, Geir, Heijmeriks, J.A., Hemels, Maarten, Hendriks, I., Henein, Sam, Her, Sung-Ho, Hermany, Paul, Hernández Del Río, Jorge Eduardo, Higashino, Yorihiko, Hill, Michael, Hisadome, Tetsuo, Hishida, Eiji, Hoffer, Etienne, Hoghton, Matthew, Hong, Kui, Hong, Suk keun, Horbach, Stevie, Horiuchi, Masataka, Hou, Yinglong, Hsing, Jeff, Huang, Chi-Hung, Huckins, David, Hughes, kathy, Huizinga, A., Hulsman, E.L., Hung, Kuo-Chun, Hwang, Gyo-Seung, Ikpoh, Margaret, Imberti, Davide, Ince, Hüseyin, Indolfi, Ciro, Inoue, Shujiro, Irles, Didier, Iseki, Harukazu, Israel, C. Noah, Iteld, Bruce, Iyer, Venkat, Jackson-Voyzey, Ewart, Jaffrani, Naseem, Jäger, Frank, James, Martin, Jang, Sung-Won, Jaramillo, Nicolas, Jarmukli, Nabil, Jeanfreau, Robert J., Jenkins, Ronald D., Sánchez, Carlos Jerjes, Jimenez, Javier, Jobe, Robert, Joen-Jakobsen, Tomas, Jones, Nicholas, Moura Jorge, Jose Carlos, Jouve, Bernard, Jung, Byung Chun, Jung, Kyung Tae, Jung, Werner, Kachkovskiy, Mikhail, Kafkala, Krystallenia, Kalinina, Larisa, Kallmünzer, Bernd, Kamali, Farzan, Kamo, Takehiro, Kampus, Priit, Kashou, Hisham, Kastrup, Andreas, Katsivas, Apostolos, Kaufman, Elizabeth, Kawai, Kazuya, Kawajiri, Kenji, Kazmierski, John F., Keeling, P., Kerr Saraiva, José Francisco, Ketova, Galina, Khaira, Ajit Singh, Khripun, Aleksey, Kim, Doo-Il, Kim, Young Hoon, Kim, Nam Ho, Kim, Dae Kyeong, Kim, Jeong Su, Kim, June Soo, Kim, Ki Seok, Kim, Jin bae, Kinova, Elena, Klein, Alexander, Kmetzo, James J., Kneller, G. Larsen, Knezevic, Aleksandar, Angela Koh, Su Mei, Koide, Shunichi, Kollias, Anastasios, Kooistra, J.A., Koons, Jay, Koschutnik, Martin, Kostis, William J., Kovacic, Dragan, Kowalczyk, Jacek, Koziolova, Natalya, Kraft, Peter, Kragten, Johannes A., Krantz, Mori, Krause, Lars, Krenning, B.J., Krikke, F., Kromhout, Z., Krysiak, Waldemar, Kumar, Priya, Kümler, Thomas, Kuniss, Malte, Kuo, Jen-Yuan, Küppers, Achim, Karla Kurrelmeyer, Kwak, Choong Hwan, Laboulle, Bénédicte, Labovitz, Arthur, Lai, Wen Ter, Lam, Andy, Lam, Yat Yin, Zanetti, Fernando Lanas, Landau, Charles, Landini, Giancarlo, Figueiredo, Estêvão Lanna, Larsen, Torben, Lavandier, Karine, LeBlanc, Jessica, Lee, Moon Hyoung, Lee, Chang-Hoon, Lehman, John, Leitão, Ana, Lellouche, Nicolas, Lelonek, Malgorzata, Lenarczyk, Radoslaw, Lenderink, T., González, Salvador León, Leong-Sit, Peter, Leschke, Matthias, Ley, Nicolas, Li, Zhanquan, Li, Xiaodong, Li, Weihua, Li, Xiaoming, Lichy, Christhoh, Lieber, Ira, Limon Rodriguez, Ramon Horacio, Lin, Hailong, Lip, Gregory Y.H., Liu, Feng, Liu, Hengliang, Esperon, Guillermo Llamas, Navarro, Nassip Llerena, Lo, Eric, Lokshyn, Sergiy, López, Amador, López-Sendón, José Luís, Lorga Filho, Adalberto Menezes, Lorraine, Richard S., Luengas, Carlos Alberto, Luke, Robert, Luo, Ming, Lupovitch, Steven, Lyrer, Philippe, Ma, Changsheng, Ma, Genshan, Madariaga, Irene, Maeno, Koji, Magnin, Dominique, Maid, Gustavo, Mainigi, Sumeet K., Makaritsis, Konstantinos, Malhotra, Rohit, Manning, Rickey, Manolis, Athanasios, Manrique Hurtado, Helard Andres, Mantas, Ioannis, Jattin, Fernando Manzur, Maqueda, Vicky, Marchionni, Niccolo, Ortuno, Francisco Marin, Santana, Antonio Martín, Martinez, Jorge, Maskova, Petra, Hernandez, Norberto Matadamas, Matsuda, Katsuhiro, Maurer, Tillmann, Mauro, Ciro, May, Erik, Mayer, Nolan, McClure, John, McCormack, Terry, McGarity, William, McIntyre, Hugh, McLaurin, Brent, Medina Palomino, Feliz Alvaro, Melandri, Francesco, Meno, Hiroshi, Menzies, Dhananjai, Mercader, Marco, Meyer, Christian, Meyer, Beat J., Miarka, Jacek, Mibach, Frank, Michalski, Dominik, Michel, Patrik, Chreih, Rami Mihail, Mikdadi, Ghiath, Mikus, Milan, Milicic, Davor, Militaru, Constantin, Minaie, Sedi, Minescu, Bogdan, Mintale, Iveta, Mirault, Tristan, Mirro, Michael J., Mistry, Dinesh, Miu, Nicoleta Violeta, Miyamoto, Naomasa, Moccetti, Tiziano, Mohammed, Akber, Nor, Azlisham Mohd, Mollerus, Michael, Molon, Giulio, Mondillo, Sergio, Moniz, Patrícia, Mont, Lluis, Montagud, Vicente, Montaña, Oscar, Monti, Cristina, Moretti, Luciano, Mori, Kiyoo, Moriarty, Andrew, Morka, Jacek, Moschini, Luigi, Moschos, Nikitas, Mügge, Andreas, Mulhearn, Thomas J., Muresan, Carmen, Muriago, Michela, Musial, Wlodzimierz, Musser, Carl W., Musumeci, Francesco, Nageh, Thuraia, Nakagawa, Hidemitsu, Nakamura, Yuichiro, Nakayama, Toru, Nam, Gi-Byoung, Nanna, Michele, Natarajan, Indira, Nayak, Hemal M., Naydenov, Stefan, Nazlić, Jurica, Cristian Nechita, Alexandru, Nechvatal, Libor, Negron, Sandra Adela, Neiman, James, Neuenschwander, Fernando Carvalho, Neves, David, Neykova, Anna, Miguel, Ricardo Nicolás, Nijmeh, George, Nizov, Alexey, Campos, Rodrigo Noronha, Nossan, Janko, Novikova, Tatiana, Nowalany-Kozielska, Ewa, Nsah, Emmanuel, Nunez Fragoso, Juan Carlos, Nurgalieva, Svetlana, Nuyens, Dieter, Nyvad, Ole, Odin de Los Rios Ibarra, Manuel, O'Donnell, Philip, O'Donnell, Martin, Oh, Seil, Oh, Yong Seog, Oh, Dongjin, O'Hara, Gilles, Oikonomou, Kostas, Olivares, Claudia, Oliver, Richard, Ruiz, Rafael Olvera, Olympios, Christoforos, omaszuk-Kazberuk, Anna, Asensi, Joaquín Osca, Jose, eena Padayattil, Padilla Padilla, Francisco Gerardo, Rios, Victoria Padilla, Pajes, Giuseppe, Pandey, Shekhar, Paparella, Gaetano, Paris, F., Park, Hyung Wook, Park, Jong Sung, Parthenakis, Fragkiskos, Passamonti, Enrico, Patel, Rajesh J., Patel, Jaydutt, Patel, Mehool, Patrick, Janice, Jimenez, Ricardo Pavón, Paz, Analía, Pengo, Vittorio, Pentz, William, Pérez, Beatriz, Pérez Ríos, Alma Minerva, Pérez-Cabezas, Alejandro, Perlman, Richard, Persic, Viktor, Perticone, Francesco, Peters, Terri K., Petkar, Sanjiv, Pezo, Luis Felipe, Pflücke, Christian, Pham, David N., Phillips, Roland T., Phlaum, Stephen, Pieters, Denis, Pineau, Julien, Pinter, Arnold, Pinto, Fausto, Pisters, R., Pivac, Nediljko, Pocanic, Darko, Podoleanu, Cristian, Politano, Alessandro, Poljakovic, Zdravka, Pollock, Stewart, Garcéa, Jose Polo, Poppert, Holger, Porcu, Maurizio, Reino, Antonio Pose, Prasad, Neeraj, Précoma, Dalton Bertolim, Prelle, Alessandro, Prodafikas, John, Protasov, Konstantin, Pye, Maurice, Qiu, Zhaohui, Quedillac, Jean-Michel, Raev, Dimitar, Raffo Grado, Carlos Antonio, Rahimi, Sidiqullah, Raisaro, Arturo, Rama, Bhola, Ramos, Ricardo, Ranieri, Maria, Raposo, Nuno, Rashba, Eric, Rauch-Kroehnert, Ursula, Reddy, Ramakota, Renda, Giulia, Reza, Shabbir, Ria, Luigi, Richter, Dimitrios, Rickli, Hans, Rieker, Werner, Vera, Tomas Ripolil, Ritt, Luiz Eduardo, Roberts, Douglas, Briones, Ignacio Rodriguez, Rodriguez Escudero, Aldo Edwin, Pascual, Carlos Rodríguez, Roman, Mark, Romeo, Francesco, Ronner, E., Roux, Jean-Francois, Rozkova, Nadezda, Rubacek, Miroslav, Rubalcava, Frank, Russo, Andrea M., Rutgers, Matthieu Pierre, Rybak, Karin, Said, Samir, Sakamoto, Tamotsu, Salacata, Abraham, Salem, Adrien, Bodes, Rafael Salguero, Saltzman, Marco A., Salvioni, Alessandro, Vallejo, Gregorio Sanchez, Fernández, Marcelo Sanmartín, Saporito, Wladmir Faustino, Sarikonda, Kesari, Sasaoka, Taishi, Sati, Hamdi, Savelieva, Irina, Scala, Pierre-Jean, Schellinger, Peter, Scherr, Carlos, Schmitz, Lisa, Schmitz, Karl-Heinz, Schmitz, Bettina, Schnabel, Teresa, Schnupp, Steffen, Schoeniger, Peter, Schön, Norbert, Schwimmbeck, Peter, Seamark, Clare, Searles, Greg, Seidl, Karl-Heinz, Seidman, Barry, Sek, Jaroslaw, Sekaran, Lakshmanan, Serrati, Carlo, Shah, Neerav, Shah, Vinay, Shah, Anil, Shah, Shujahat, Sharma, Vijay Kumar, Shaw, Louise, Sheikh, Khalid H., Shimizu, Naruhito, Shimomura, Hideki, Shin, Dong-Gu, Shin, Eun-Seok, Shite, Junya, Sibilio, Gerolamo, Silver, Frank, Sime, Iveta, Simmers, Tim A., Singh, Narendra, Siostrzonek, Peter, Smadja, Didier, Smith, David W., Snitman, Marcelo, Filho, Dario Sobral, Soda, Hassan, Sofley, Carl, Sokal, Adam, Oi Yan, Yannie Soo, Sotolongo, Rodolfo, Ferreira de Souza, Olga, Sparby, Jon Arne, Spinar, Jindrich, Sprigings, David, Spyropoulos, Alex C., Stakos, Dimitrios, Steinwender, Clemens, Stergiou, Georgios, Stiell, Ian, Stoddard, Marcus, Stoikov, Anastas, Streb, Witold, Styliadis, Ioannis, Su, Guohai, Su, Xi, Sudnik, Wanda, Sukles, Kai, Sun, Xiaofei, Swart, H., Szavits-Nossan, Janko, Taggeselle, Jens, Takagi, Yuichiro, Singh Takhar, Amrit Pal, Tamm, Angelika, Tanaka, Katsumi, Tanawuttiwat, Tanyanan, Tang, Sherman, Tang, Aylmer, Tarsi, Giovanni, Tassinari, Tiziana, Tayal, Ashis, Tayebjee, Muzahir, Berg, J.M. ten, Tesloianu, Dan, The, Salem H.K., Thomas, Dierk, Timsit, Serge, Tobaru, Tetsuya, Tomasik, Andrzej R., Torosoff, Mikhail, Touze, Emmanuel, Trendafilova, Elina, Tsai, W. Kevin, Tse, Hung Fat, Tsutsui, Hiroshi, Tu, Tian Ming, Tuininga, Ype, Turakhia, Minang, Turk, Samir, Turner, Wayne, Tveit, Arnljot, Tytus, Richard, Valadão, C., van Bergen, P.F.M.M., van de Borne, Philippe, van den Berg, B.J., van der Zwaan, C., Van Eck, M., Vanacker, Peter, Vasilev, Dimo, Vasilikos, Vasileios, Vasilyev, Maxim, Veerareddy, Srikar, Miño; Asok Venkataraman, Mario Vega, Verdecchia, Paolo, Versaci, Francesco, Vester, Ernst Günter, Vial, Hubert, Victory, Jason, Villamil, Alejandro, Vincent, Marc, Vlastaris, Anthony, Dahl, Jürgen vom, Vora, Kishor, Vranian, Robert B., Wakefield, Paul, Wang, Ningfu, Wang, Mingsheng, Wang, Xinhua, Wang, Feng, Wang, Tian, Warner, Alberta L., Watanabe, Kouki, Wei, Jeanne, Weimar, Christian, Weiner, Stanislav, Weinrich, Renate, Wen, Ming-Shien, Wiemer, Marcus, Wiggers, Preben, Wilke, Andreas, Williams, David, Williams, Marcus L., Witzenbichler, Bernhard, Wong, Brian, Lawrence Wong, Ka Sing, Wozakowska-Kaplon, Beata, Wu, Shulin, Wu, Richard C., Wunderlich, Silke, Wyatt, Nell, Wylie, John (Jack), Xu, Yong, Xu, Xiangdong, Yamanoue, Hiroki, Yamashita, Takeshi, Bryan Yan, Ping Yen, Yang, Tianlun, Yao, Jing, Yeh, Kuo-Ho, Yin, Wei Hsian, Yotov, Yoto, Zahn, Ralf, Zarich, Stuart, Zenin, Sergei, Zeuthen, Elisabeth Louise, Zhang, Huanyi, Zhang, Donghui, Zhang, Xingwei, Zhang, Ping, Zhang, Jun, Zhao, Shui Ping, Zhao, Yujie, Zhao, Zhichen, Zheng, Yang, Zhou, Jing, Zimmermann, Sergio, Zini, Andrea, Zizzo, Steven, Zong, Wenxia, Zukerman, L. Steven, Romiti, Giulio Francesco, Corica, Bernadette, Proietti, Marco, Mei, Davide Antonio, Frydenlund, Juliane, Bisson, Arnaud, Olshansky, Brian, Chan, Yi-Hsin, Huisman, Menno V., and Chao, Tze-Fan

Published
2023
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9. Novel insights into the substrate involved in maintenance of ventricular fibrillation: results from continuous multipolar mapping in a canine model

Author

Ezzeddine, Fatima M., Ward, Robert C., Jiang, Zhi, Tri, Jason A., Agboola, Kolade, Hu, Tiffany, Lodhi, Fahad, Tan, Nicholas Y., Ladas, Thomas P., Christopoulos, Georgios, Sugrue, Alan M., Tolkacheva, Elena G., Munoz, Freddy Del-Carpio, McLeod, Christopher J., Asirvatham, Samuel J., and DeSimone, Christopher V.

Published
2022
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10. Ventricular nanosecond pulsed electric field delivery using active fixation leads: a proof-of-concept preclinical study

Author

Tan, Nicholas Y., Ladas, Thomas P., Christopoulos, Georgios, Sugrue, Alan M., van Zyl, Martin, Ladejobi, Adetola O., Lodhi, Fahad K., Hu, Tiffany Y., Ezzeddine, Fatima M., Agboola, Kolade, Uecker, Darrin, Maor, Elad, Tri, Jason A., Jiang, Zhi, Yasin, Omar Z., DeSimone, Christopher V., Killu, Ammar M., Asirvatham, Samuel J., and Del-Carpio Munoz, Freddy

Published
2022
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14. An magnetic resonance imaging–pathology correlation case report of cardiac sarcoidosis mimicking arrhythmogenic biventricular cardiomyopathy.

Author

Kim, B Michelle, Bois, Melanie C, Munoz, Freddy Del-Carpio, Rosenbaum, Andrew N, and Chang, Ian C

Subjects
ARRHYTHMOGENIC right ventricular dysplasia, CARDIAC magnetic resonance imaging, STELLATE ganglion block, MAGNETIC resonance, CARDIOMYOPATHIES, EXTRACORPOREAL membrane oxygenation
Abstract

Background Cardiac sarcoidosis (CS) is a granulomatous disease that can manifest as conduction defects, ventricular arrhythmias, and heart failure. The diagnosis of CS is inherently difficult due to variable presentations; as such, endomyocardial biopsy is often required but lacks sensitivity due to patchy myocardial involvement. Moreover, the diagnostic criteria of CS and arrhythmogenic cardiomyopathy overlap, particularly in right-side dominant or biventricular presentations, which further complicates an already challenging differential diagnosis. Case summary A 53-year-old man with no prior chronic medical conditions presented with ventricular tachycardia (VT) and heart failure with reduced ejection fraction. He was found to have biventricular cardiomyopathy and late gadolinium enhancement on cardiac magnetic resonance imaging, resulting in an initial diagnosis of arrhythmogenic cardiomyopathy. Implantable cardioverter-defibrillator was placed, but he was readmitted for recurrent VT 2 months later. Despite an aggressive VT therapy (combination of antiarrhythmic drugs, epicardial and endocardial ablation, and stellate ganglion block), he continued with refractory VT and developed cardiogenic shock. Extra-corporeal membrane oxygenation was initiated as a bridge to heart transplantation. Pathology of the explanted heart revealed the underlying disease to be CS. Discussion Cardiac sarcoidosis can mimic arrhythmogenic biventricular cardiomyopathy and may be difficult to distinguish by the proposed diagnostic criteria. High clinical suspicion and thorough investigation are necessary for an earlier diagnosis and initiation of treatment. [ABSTRACT FROM AUTHOR]

Published
2024
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15. Characteristics and Long-Term Outcomes of Patients With Prior Coronary Artery Bypass Grafting Undergoing Primary Percutaneous Coronary Intervention for ST-Segment Elevation Myocardial Infarction

Author

Gharacholou, Shahyar Michael, Del-Carpio Munoz, Freddy, Motiei, Arashk, Sandhu, Gurpreet S., Barsness, Gregory W., Gulati, Rajiv, Wright, R. Scott, Pellikka, Patricia A., Lewis, Bradley, Johnson, Matthew P., Lane, Gary E., Pollak, Peter M., Pillai, Dilip P., Sabbagh, Abdallah El, Paul, Timir K., Pham, Si M., and Singh, Mandeep

Published
2020
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17. Impact of physiologic pacing versus right ventricular pacing among patients with left ventricular ejection fraction greater than 35%: A systematic review for the 2018 ACC/AHA/HRS guideline on the evaluation and management of patients with bradycardia and cardiac conduction delay: A Report of the American College of Cardiology/American Heart Association Task Force on Clinical Practice Guidelines and the Heart Rhythm Society

Author

Slotwiner, David J., Raitt, Merritt H., Del-Carpio Munoz, Freddy, Mulpuru, Siva K., Nasser, Naseer, and Peterson, Pamela N.

Published
2019
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18. Model Driven Mutation Applied to Adaptative Systems Testing

Author

Bartel, Alexandre, Baudry, Benoit, Munoz, Freddy, Klein, Jacques, Mouelhi, Tejeddine, and Traon, Yves Le

Subjects
Computer Science - Software Engineering
Abstract

Dynamically Adaptive Systems modify their behav- ior and structure in response to changes in their surrounding environment and according to an adaptation logic. Critical sys- tems increasingly incorporate dynamic adaptation capabilities; examples include disaster relief and space exploration systems. In this paper, we focus on mutation testing of the adaptation logic. We propose a fault model for adaptation logics that classifies faults into environmental completeness and adaptation correct- ness. Since there are several adaptation logic languages relying on the same underlying concepts, the fault model is expressed independently from specific adaptation languages. Taking benefit from model-driven engineering technology, we express these common concepts in a metamodel and define the operational semantics of mutation operators at this level. Mutation is applied on model elements and model transformations are used to propagate these changes to a given adaptation policy in the chosen formalism. Preliminary results on an adaptive web server highlight the difficulty of killing mutants for adaptive systems, and thus the difficulty of generating efficient tests., Comment: IEEE International Conference on Software Testing, Verification and Validation, Mutation Analysis Workshop (Mutation 2011), Berlin : Allemagne (2011)

Published
2012

19. Rubin Observatory technical challenges and resolutions

Author

Navarro, Ramón, Jedamzik, Ralf, Sebag, Jacques, Neill, Douglas, Aguilar, Christian, Andrew, John, Araya, Claudio, Barr, Jeffrey, Canestrari, Rodolfo, Clements, Andy W., Colleoni, Franco, Constanzo, Julio, Daruich, Felipe, Drass, Holger, Fábrega, Juan, Giro, Enrico, Godoy, Robinson, Herrera, Hernan, Jimenez Mejias, David, Krabbendam, Victor, Kubanek, Petr, Lage, Craig, Lopez, Juan, Matemala, Luis, Maulen, Guido, Meneses, Gonzalo, Mills, Dave, Munoz, Freddy, Nunez, Oscar, Ordenes, Ian, Orellana, Juan, Olivares, Roberto, Parra, Maria Fernanda, Pasten, Claudio, Quint, Bruno, Quintero, Jose Miguel, Rivera, Mario, Rodeghiero, Gabriele, Rosignoli, Luca, Rojas, Rodrigo, Romero, Sandra, Sepulveda, Edgard, Serrano, Eduardo, Silva, Cristian, Stalder, Brian, Tapia, Diego, Thomas, Sandrine, Tighe, Roberto, Tsai, Te-Wei, Vergara, Luis, Vucina, Tomislav, and Zorzi, Pablo

Published
2024
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20. Artificial table testing dynamically adaptive systems

Author

Munoz, Freddy and Baudry, Benoit

Subjects
Computer Science - Software Engineering
Abstract

Dynamically Adaptive Systems (DAS) are systems that modify their behavior and structure in response to changes in their surrounding environment. Critical mission systems increasingly incorporate adaptation and response to the environment; examples include disaster relief and space exploration systems. These systems can be decomposed in two parts: the adaptation policy that specifies how the system must react according to the environmental changes and the set of possible variants to reconfigure the system. A major challenge for testing these systems is the combinatorial explosions of variants and envi-ronment conditions to which the system must react. In this paper we focus on testing the adaption policy and propose a strategy for the selection of envi-ronmental variations that can reveal faults in the policy. Artificial Shaking Table Testing (ASTT) is a strategy inspired by shaking table testing (STT), a technique widely used in civil engineering to evaluate building's structural re-sistance to seismic events. ASTT makes use of artificial earthquakes that simu-late violent changes in the environmental conditions and stresses the system adaptation capability. We model the generation of artificial earthquakes as a search problem in which the goal is to optimize different types of envi-ronmental variations.

Published
2009

22. Mitral annular disjunction and arrhythmias in Marfan syndrome

Author

Ezzeddine, Fatima M., primary, Haq, Ikram U., additional, Heinrich, Christopher K., additional, Jain, Vaibhav, additional, Enger, Nicholas J., additional, Schultz, Zachary C., additional, Deshmukh, Abhishek J., additional, Del-Carpio Munoz, Freddy, additional, Asirvatham, Samuel J., additional, Kapa, Suraj, additional, and Bowen, Juan M., additional

Published
2023
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24. A classification of invasive patterns in AOP

Author

Munoz, Freddy, Baudry, Benoit, and Barais, Olivier

Subjects
Computer Science - Programming Languages, Computer Science - Software Engineering
Abstract

Aspect-Oriented Programming (AOP) improves modularity by encapsulating crosscutting concerns into aspects. Some mechanisms to compose aspects allow invasiveness as a mean to integrate concerns. Invasiveness means that AOP languages have unrestricted access to program properties. Such kind of languages are interesting because they allow performing complex operations and better introduce functionalities. In this report we present a classification of invasive patterns in AOP. This classification characterizes the aspects invasive behavior and allows developers to abstract about the aspect incidence over the program they crosscut.

Published
2008

25. Characteristics and long term outcomes of patients with acute coronary syndromes due to culprit left main coronary artery disease treated with percutaneous coronary intervention

Author

Gharacholou, S. Michael, Ijioma, Nkechinyere N., Lennon, Ryan J., Rihal, Charanjit S., Bell, Malcolm R., Brenes-Salazar, Jorge A., Sandhu, Gurpreet S., Gulati, Rajiv, Pellikka, Patricia A., Pollak, Peter M., Lane, Gary E., Pillai, Dilip P., Munoz, Freddy Del-Carpio, Motiei, Arashk, and Singh, Mandeep

Published
2018
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29. PO-02-026 LONG-TERM MORTALITY IN PATIENTS WITH ISCHEMIC VERSUS NONISCHEMIC CARDIOMYOPATHY FOLLOWING CARDIAC RESYNCHRONIZATION THERAPY

Author

Gupta, Anshul, primary, Karikalan, Suganya Arunachalam, additional, Kowlgi, Gurukripa N., additional, DeSimone, Christopher V., additional, Del Carpio Munoz, Freddy, additional, Cha, Yong-Mei, additional, Lee, Justin Z., additional, Madhavan, Malini, additional, Mulpuru, Siva K., additional, Asirvatham, Samuel J., additional, and Deshmukh, Abhishek J., additional

Published
2023
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30. PO-04-194 PROGNOSTIC SIGNIFICANCE OF ELECTROPHYSIOLOGIC TESTING FOR VENTRICULAR ARRHYTHMIAS IN PATIENTS WITH MITRAL ANNULAR DISJUNCTION

Author

Ezzeddine, Fatima, primary, Del Carpio Munoz, Freddy, additional, Tseng, Andrew S., additional, Killu, Ammar M., additional, Giudicessi, John R., additional, Dai, Qiying, additional, Deshmukh, Abhishek J., additional, MacIntyre, Ciorsti, additional, Noseworthy, Peter A., additional, Ackerman, Michael J., additional, Asirvatham, Samuel J., additional, and Siontis, Konstantinos C., additional

Published
2023
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31. Ventricular arrhythmias in patients with prior aortic valve intervention: Characteristics, ablation and outcomes

Author

Khalil, Fouad, primary, Toya, Takumi, additional, Ahmad, Ali, additional, Siontis, Konstantinos C., additional, Mulpuru, Siva K., additional, Del‐Carpio Munoz, Freddy, additional, Cha, Yong‐Mei, additional, Friedman, Paul A., additional, Munger, Thomas, additional, Asirvatham, Samuel J., additional, and Killu, Ammar M., additional

Published
2023
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33. IMPACT OF AGE-AT-IMPLANT ON LONG-TERM ALL-CAUSE MORTALITY FOLLOWING CARDIAC RESYNCHRONIZATION THERAPY IN PATIENTS WITH NONISCHEMIC CARDIOMYOPATHY

Author

Gupta, Anshul, primary, karikalan, suganya, additional, DeSimone, Christopher, additional, Munoz, Freddy Del-Carpio, additional, Kowlgi, Gurukripa Narayan, additional, Cha, Yong-Mei, additional, Lee, Justin Zon-Ern, additional, Madhavan, Malini, additional, Mulpuru, Siva K., additional, Asirvatham, Samuel J., additional, and Deshmukh, Abhishek, additional

Published
2023
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34. IMPACT OF GENDER ON LONG-TERM MORTALITY FOLLOWING CARDIAC RESYNCHRONIZATION THERAPY IN PATIENTS WITH ISCHEMIC AND NONISCHEMIC CARDIOMYOPATHY

Author

Gupta, Anshul, primary, Karikalan, Suganya, additional, DeSimone, Christopher, additional, Munoz, Freddy Del-Carpio, additional, Kowlgi, Gurukripa Narayan, additional, Madhavan, Malini, additional, Cha, Yong-Mei, additional, Lee, Justin Z., additional, Mulpuru, Siva K., additional, Asirvatham, Samuel J., additional, and Deshmukh, Abhishek, additional

Published
2023
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35. Structural and Design Values of Solid Timber Beams and Glued Laminated Timber Beams of Dipteryx panamensis and Hieronyma alchorneoides Wood from Fast-Growth Plantation

Author

Moya, Róger, Tenorio, Carolina, Navarro-Mora, Angel, Munoz, Freddy, Moya, Róger, Tenorio, Carolina, Navarro-Mora, Angel, and Munoz, Freddy

Abstract

Dipteryx panamensis and Hieronyma alchorneoides are two species of high specific gravity used in reforestation programs in Costa Rica, but they lack products with structural value for commercialization. In order to introduce the wood of these two species in the market, the objective was established to study the behavior of solid timber beams and glued laminated timber beams of two cross sections (2 cm × 10 cm and 2 cm × 15 cm) and establish the design values in bending test. The results showed that the bending design values (fb) ranged from 2 to 26 MPa in glued laminated timber beams, while in solid timber beams, fb ranged from 6 to 15 MPa. In the shear design values (fv), the variation was from 0.29 to 0.67 MPa in glue laminated timber beams and from 1.80 to 2.58 MPa in solid timber beams. It was also found that the D. panamensis beams showed higher values than H. alchornoides beams. Finally, it was established that glued laminated timber beams showed better performance in bending parameters and higher design values, resulting in wider span values, than solid timber beams when used in floor and roof construction., Dipteryx panamensis i Hieronyma alchorneoides dvije su vrste drva velike specifične gustoće koje su uvrštene u program pošumljavanja u Kostarici, ali se ne iskorištavaju za strukturne proizvode kako bi se komercijalizirale. Da bi se te dvije vrste drva plasirale na tržište, istraženo je ponašanje lameliranih greda i greda od cjelovitog drva s dva različita poprečna presjeka (2 cm × 10 cm i 2 cm × 15 cm) te su ispitivanjem savijanja utvrđene projektirane vrijednosti. Rezultati su pokazali da su se projektirane vrijednosti savijanja (fb) kretale u rasponu od 2 do 26 MPa za lamelirane grede te od 6 do 15 MPa za grede od cjelovitog drva. Projektirane vrijednosti smicanja varirale su od 0,29 do 0,67 MPa za lamelirane grede te od 1,8 do 2,58 MPa za grede od cjelovitog drva. Za grede od drva D. panamensis izmjerene su veće vrijednosti ispitivanih svojstava nego za grede od drva H. alchorneoides. Konačno, utvrđeno je da su lamelirane grede pokazale bolja svojstva savijanja i veće projektirane vrijednosti od greda od cjelovitog drva, što rezultira većim vrijednostima raspona kada se rabe na podu ili krovu.

Published
2023

37. MRI-based numerical modeling of cardiac pulsed field ablation (PFA) with sub-microsecond pulses

Author

García-Sanchez, Tomás, Ladas, Thomas P, van Zyl, Martin, Tan, Nicholas Y, Sugrue, Alan M, Connolly, Richard J, Desimone, Christopher V, Killu, Ammar M, Del-Carpio Munoz, Freddy, Asirvatham, Samuel J, and Ivorra, Antoni

Subjects
Pulsed field ablation, Ventricular ablation
Abstract

Numerical simulation work presented at the European Society of Cardiology conference in collaboration with Mayo Clinic

Published
2022

38. Effects of Pulsed Electric Fields on the Coronary Arteries in Swine

Author

Ladejobi, Adetola, primary, Christopoulos, Georgios, additional, Tan, Nicholas, additional, Ladas, Thomas P., additional, Tri, Jason, additional, van Zyl, Martin, additional, Yasin, Omar, additional, Sugrue, Alan, additional, Khabsa, Mariam, additional, Uecker, Darrin R., additional, Connolly, Richard J., additional, Danitz, David J., additional, DeSimone, Christopher V., additional, Killu, Ammar M., additional, Maor, Elad, additional, Holmes, David, additional, Asirvatham, Samuel J., additional, and Del-Carpio Munoz, Freddy, additional

Published
2022
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39. Vidock: A Tool for Impact Analysis of Aspect Weaving on Test Cases

Author

Delamare, Romain, Munoz, Freddy, Baudry, Benoit, Le Traon, Yves, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Petrenko, Alexandre, editor, Simão, Adenilso, editor, and Maldonado, José Carlos, editor

Published
2010
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40. 4th International Workshop on Models@run.time

Author

Bencomo, Nelly, Blair, Gordon, France, Robert, Muñoz, Freddy, Jeanneret, Cédric, Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, and Ghosh, Sudipto, editor

Published
2010
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41. A Framework for Testing Model Composition Engines

Author

Munoz, Freddy, Baudry, Benoit, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, Bergel, Alexandre, editor, and Fabry, Johan, editor

Published
2009
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42. Third International Workshop on Models@run.time

Author

Bencomo, Nelly, Blair, Gordon, France, Robert, Muñoz, Freddy, Jeanneret, Cédric, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Nierstrasz, Oscar, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Sudan, Madhu, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Vardi, Moshe Y., Series editor, Weikum, Gerhard, Series editor, and Chaudron, Michel R. V., editor

Published
2009
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44. Rubin Observatory Commissioning Camera: summit integration

Author

Stalder, Brian, primary, Reil, Kevin, additional, Aguilar, Christian, additional, Araya, Claudio, additional, Borstad, Anthony, additional, Bowdish, Boyd, additional, Cho, Myung, additional, Cisneros, Stephen, additional, Claver, Chuck, additional, Constanzo, Julio, additional, Corvetto, Giovanni, additional, Drass, Holger, additional, Economou, Frossie, additional, Dennihy, Erik, additional, Eisner, Alan, additional, Fabrega, Juan, additional, Fausti Neto, Angelo, additional, Fisher-Levine, Merlin, additional, Gonzalez, Ivan, additional, Harris, Ronald, additional, Hascall, Diane, additional, Haupt, Justine, additional, Hoblitt, Josh, additional, Howard, James, additional, Huffer, Mike, additional, Jenness, Tim, additional, Jiménez Mejías, David, additional, Johnson, Brian, additional, Johnson, Tony, additional, Krughoff, K. Simon, additional, Lage, Craig, additional, Lange, Travis, additional, Liang, Ming, additional, Lopez, Juan, additional, Lopez, Margaux, additional, Lupton, Robert, additional, Maulen, Guido, additional, Menanteau, Felipe, additional, Mills, Neill, additional, Morris, Glenn, additional, Munoz, Freddy, additional, Neal, Homer, additional, Neill, Douglas R., additional, Newbry, Scott, additional, Nomerotski, Andrei, additional, Onoprienko, Dmitry, additional, Ordenes, Ian, additional, Orellana, Juan, additional, Osier, Shawn, additional, Park, HyeYun, additional, Pietrowicz, Stephen, additional, Plazas Malagón, Andrés Alejandro, additional, Poczulp, Gary, additional, Qiu, Brian, additional, Quint, Bruno, additional, Reinking, Heinrich, additional, Reuter, Michael, additional, Ribeiro, Tiago, additional, Rojas, Rodrigo, additional, Romero, Sandra, additional, Schindler, Rafe, additional, Schoening, Bill, additional, Sebag, Jacques, additional, Shugart, Alysha, additional, Silva, Cristian, additional, Sotuela, Ioana, additional, Tache, Anthony, additional, Tapia, Diego, additional, Thayer, John G., additional, Thomas, Sandrine, additional, Tighe, Roberto, additional, Tsai, Tei-Wei, additional, Turri, Max, additional, Tyson, Anthony, additional, Vergara, Luis, additional, Walter, Christopher, additional, Wiecha, Oliver, additional, and Xiong, Van, additional

Published
2022
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45. Rubin Observatory Simonyi survey telescope status overview

Author

Thomas, Sandrine J., primary, Barr, Jeffrey D., additional, Callahan, Shawn, additional, Clements, Andrew, additional, Daruich, Felipe, additional, Fabrega, Juan, additional, Ingraham, Patrick, additional, Munoz, Freddy, additional, Neill, Douglas R., additional, Ribeiro, Tiago, additional, Sebag, Jacques, additional, Serrano, Eduardo, additional, Stalder, Brian, additional, Tighe, Roberto, additional, Vucina, Tomislav, additional, Connolly, Andrew, additional, Kalmbach, Bryce, additional, Suberlak, Chris, additional, and Tsai, Te-Wei, additional

Published
2022
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47. Cardiac ablation with pulsed electric fields: principles and biophysics.

Author

Sugrue, Alan, Maor, Elad, Munoz, Freddy Del-Carpio, Killu, Ammar M, Asirvatham, Samuel J, and Del-Carpio Munoz, Freddy

Subjects
ARRHYTHMIA diagnosis, CATHETER ablation, BIOPHYSICS, ARRHYTHMIA
Abstract

Pulsed electric fields (PEFs) have emerged as an ideal cardiac ablation modality. At present numerous clinical trials in humans are exploring PEF as an ablation strategy for both atrial and ventricular arrhythmias, with early data showing significant promise. As this is a relatively new technology there is limited understanding of its principles and biophysics. Importantly, PEF biophysics and principles are starkly different to current energy modalities (radiofrequency and cryoballoon). Given the relatively novel nature of PEFs, this review aims to provide an understanding of the principles and biophysics of PEF ablation. The goal is to enhance academic research and ultimately enable optimization of ablation parameters to maximize procedure success and minimize risk. [ABSTRACT FROM AUTHOR]

Published
2022
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48. Correction to: Comparative effectiveness and safety of non-vitamin K antagonists for atrial fibrillation in clinical practice: GLORIA-AF Registry (Clinical Research in Cardiology, (2022), 111, 5, (560-573), 10.1007/s00392-022-01996-2)

Author

Lip, Gregory Y. H., Kotalczyk, Agnieszka, Teutsch, Christine, Diener, Hans-Christoph, Dubner, Sergio J., Halperin, Jonathan L., Ma, Chang-Sheng, Rothman, Kenneth J., Marler, Sabrina, Gurusamy, Venkatesh Kumar, Huisman, Menno V., Abban, Dzifa Wosornu, Aziz, Emad, Kalan, Marica Bracic, Abdul, Nasser, Backes, Luciano Marcelo, Bradman, Drew, Abud, Atilio Marcelo, Badings, E., Brautigam, Donald, Adams, Fran, Bagni, Ermentina, Breton, Nicolas, Addala, Srinivas, Baker, Seth H., Brouwers, P. J. A. M., Adragão, Pedro, Bala, Richard, Browne, Kevin, Ageno, Walter, Baldi, Antonio, Cortada, Jordi Bruguera, Aggarwal, Rajesh, Bando, Shigenobu, Bruni, A., Agosti, Sergio, Banerjee, Subhash, Brunschwig, Claude, Agostoni, Piergiuseppe, Bank, Alan, Buathier, Hervé, Aguilar, Francisco, Esquivias, Gonzalo Barón, Buhl, Aurélie, Linares, Julio Aguilar, Barr, Craig, Bullinga, John, Aguinaga, Luis, Bartlett, Maria, Cabrera, Jose Walter, Ahmed, Jameel, Basic Kes, Vanja, Caccavo, Alberto, Aiello, Allessandro, Baula, Giovanni, Cai, Shanglang, Ainsworth, Paul, Behrens, Steffen, Caine, Sarah, Aiub, Jorge Roberto, Bell, Alan, Calò, Leonardo, Al-Dallow, Raed, Benedetti, Raffaella, Calvi, Valeria, Alderson, Lisa, Mazuecos, Juan Benezet, Sánchez, Mauricio Camarillo, Velasco, Jorge Antonio Aldrete, Benhalima, Bouziane, Candeias, Rui, Alexopoulos, Dimitrios, Bergler-Klein, Jutta, Capuano, Vincenzo, Manterola, Fernando Alfonso, Berneau, Jean-Baptiste, Capucci, Alessandro, Aliyar, Pareed, Bernstein, Richard A., Caputo, Ronald, Alonso, David, Berrospi, Percy, Rizo, Tatiana C. rdenas, da Costa, Fernando Augusto Alves, Berti, Sergio, Cardona, Francisco, Amado, José, Berz, Andrea, da Costa Darrieux, Francisco Carlos, Amara, Walid, Best, Elizabeth, Vera, Yan Carlos Duarte, Amelot, Mathieu, Bettencourt, Paulo, Carolei, Antonio, Amjadi, Nima, Betzu, Robert, Carreño, Susana, Ammirati, Fabrizio, Bhagwat, Ravi, Carvalho, Paula, Andrade, Marianna, Bhatta, Luna, Cary, Susanna, Andrawis, Nabil, Biscione, Francesco, Casu, Gavino, Annoni, Giorgio, Bisignani, Giovanni, Cavallini, Claudio, Ansalone, Gerardo, Black, Toby, Cayla, Guillaume, Ariani, M. Kevin, Bloch, Michael J., Celentano, Aldo, Arias, Juan Carlos, Bloom, Stephen, Cha, Tae-Joon, Armero, S. bastien, Blumberg, Edwin, Cha, Kwang Soo, Arora, Chander, Bo, Mario, Chae, Jei Keon, Aslam, Muhammad Shakil, Bøhmer, Ellen, Chalamidas, Kathrine, Asselman, M., Bollmann, Andreas, Challappa, Krishnan, Audouin, Philippe, Bongiorni, Maria Grazia, Chand, Sunil Prakash, Augenbraun, Charles, Boriani, Giuseppe, Chandrashekar, Harinath, Aydin, S., Boswijk, D. J., Chartier, Ludovic, Bott, Jochen, Chatterjee, Kausik, Ayryanova, Ivaneta, Bottacchi, Edo, Ayala, Carlos Antero Chavez, Cheema, Aamir, Davis, Gershan, Evonich, Rudolph, Cheema, Amjad, Davy, Jean-Marc, Evseeva, Oksana, Chen, Lin, Dayer, Mark, Ezhov, Andrey, Chen, Shih-Ann, de Biasio, Marzia, Fahmy, Raed, Chen, Jyh Hong, de Bonis, Silvana, Fang, Quan, Chiang, Fu-Tien, de Caterina, Raffaele, Farsad, Ramin, Chiarella, Francesco, de Franceschi, Teresiano, Fauchier, Laurent, Chih-Chan, Lin, de Groot, J. R., Favale, Stefano, Cho, Yong Keun, de Horta, José, Fayard, Maxime, Choi, Jong-Il, de la Briolle, Axel, Fedele, Jose Luis, Choi, Dong Ju, de la Pena Topete, Gilberto, Fedele, Francesco, Chouinard, Guy, de Paola, Angelo Amato Vicenzo, Fedorishina, Olga, Chow, Danny Hoi-Fan, de Souza, Weimar, Fera, Steven R., Chrysos, Dimitrios, de Veer, A., Ferreira, Luis Gustavo Gomes, Chumakova, Galina, de Wolf, Luc, Ferreira, Jorge, Valenzuela, Eduardo Julián José Roberto Chuquiure, Decoulx, Eric, Ferri, Claudio, Nica, Nicoleta Cindea, Deepak, Sasalu, Ferrier, Anna, Cislowski, David J., Defaye, Pascal, Ferro, Hugo, Clay, Anthony, Munoz, Freddy Del-Carpio, Finsen, Alexandra, Clifford, Piers, Brkljacic, Diana Delic, First, Brian, Cohen, Andrew, Deumite, N. Joseph, Fischer, Stuart, Cohen, Michael, di Legge, Silvia, Fonseca, Catarina, Cohen, Serge, Diemberger, Igor, Almeida, Luísa Fonseca, Colivicchi, Furio, Dietz, Denise, Forman, Steven, Collins, Ronan, Dionísio, Pedro, Frandsen, Brad, Colonna, Paolo, Dong, Qiang, French, William, Compton, Steve, dos Santos, Fabio Rossi, Friedman, Keith, Connolly, Derek, Dotcheva, Elena, Friese, Athena, Conti, Alberto, Doukky, Rami, Fruntelata, Ana Gabriela, Buenostro, Gabriel Contreras, D’Souza, Anthony, Fujii, Shigeru, Coodley, Gregg, Dubrey, Simon, Fumagalli, Stefano, Cooper, Martin, Ducrocq, Xavier, Fundamenski, Marta, Coronel, Julian, Dupljakov, Dmitry, Furukawa, Yutaka, Corso, Giovanni, Duque, Mauricio, Gabelmann, Matthias, Sales, Juan Cosín, Dutta, Dipankar, Gabra, Nashwa, Cottin, Yves, Duvilla, Nathalie, Gadsbøll, Niels, Covalesky, John, Duygun, A., Galinier, Michel, Cracan, Aurel, Dziewas, Rainer, Gammelgaard, Anders, Crea, Filippo, Eaton, Charles B., Ganeshkumar, Priya, Crean, Peter, Eaves, William, Gans, Christopher, Crenshaw, James, Ebels-Tuinbeek, L. A., Quintana, Antonio Garcia, Cullen, Tina, Ehrlich, Clifford, Gartenlaub, Olivier, Darius, Harald, Eichinger-Hasenauer, Sabine, Gaspardone, Achille, Dary, Patrick, Eisenberg, Steven J., Genz, Conrad, Dascotte, Olivier, Jabali, Adnan El, Georger, Frédéric, Dauber, Ira, Shahawy, Mahfouz El, Georges, Jean-Louis, Davalos, Vicente, Hernandes, Mauro Esteves, Georgeson, Steven, Davies, Ruth, Izal, Ana Etxeberria, Giedrimas, Evaldas, Gierba, Mariusz, Haruna, Tetsuya, Jarmukli, Nabil, Ortega, Ignacio Gil, Hayek, Emil, Jeanfreau, Robert J., Gillespie, Eve, Healey, Jeff, Jenkins, Ronald D., Giniger, Alberto, Hearne, Steven, Sánchez, Carlos Jerjes, Giudici, Michael C., Heffernan, Michael, Jimenez, Javier, Gkotsis, Alexandros, Heggelund, Geir, Jobe, Robert, Glotzer, Taya V., Heijmeriks, J. A., Joen-Jakobsen, Tomas, Gmehling, Joachim, Hemels, Maarten, Jones, Nicholas, Gniot, Jacek, Hendriks, I., Jorge, Jose Carlos Moura, Goethals, Peter, Henein, Sam, Jouve, Bernard, Goldbarg, Seth, Her, Sung-Ho, Jung, Byung Chun, Goldberg, Ronald, Hermany, Paul, Jung, Kyung Tae, Goldmann, Britta, del Río, Jorge Eduardo Hernández, Jung, Werner, Golitsyn, Sergey, Higashino, Yorihiko, Kachkovskiy, Mikhail, Gómez, Silvia, Hill, Michael, Kafkala, Krystallenia, Mesa, Juan Gomez, Hisadome, Tetsuo, Kalinina, Larisa, Gonzalez, Vicente Bertomeu, Hishida, Eiji, Kallmünzer, Bernd, Hermosillo, Jesus Antonio Gonzalez, Hoffer, Etienne, Kamali, Farzan, López, V. ctor Manuel González, Hoghton, Matthew, Kamo, Takehiro, Gorka, Hervé, Hong, Kui, Kampus, Priit, Gornick, Charles, Hong, Suk keun, Kashou, Hisham, Gorog, Diana, Horbach, Stevie, Kastrup, Andreas, Gottipaty, Venkat, Horiuchi, Masataka, Katsivas, Apostolos, Goube, Pascal, Hou, Yinglong, Kaufman, Elizabeth, Goudevenos, Ioannis, Hsing, Jeff, Kawai, Kazuya, Graham, Brett, Huang, Chi-Hung, Kawajiri, Kenji, Greer, G. Stephen, Huckins, David, Kazmierski, John F., Gremmler, Uwe, Hughes, Kathy, Keeling, P., Grena, Paul G., Huizinga, A., Saraiva, José Francisco Kerr, Grond, Martin, Hulsman, E. L., Ketova, Galina, Gronda, Edoardo, Hung, Kuo-Chun, Khaira, Ajit Singh, Grönefeld, Gerian, Hwang, Gyo-Seung, Khripun, Aleksey, Gu, Xiang, Ikpoh, Margaret, Kim, Doo-Il, Torres, Ivett Guadalupe Torres, Imberti, Davide, Kim, Young Hoon, Guardigli, Gabriele, Ince, H. seyin, Kim, Nam Ho, Guevara, Carolina, Indolfi, Ciro, Kim, Dae Kyeong, Guignier, Alexandre, Inoue, Shujiro, Kim, Jeong Su, Gulizia, Michele, Irles, Didier, Kim, June Soo, Gumbley, Michael, Iseki, Harukazu, Kim, Ki Seok, Günther, Albrecht, Israel, C. Noah, Kim, Jin bae, Ha, Andrew, Iteld, Bruce, Kinova, Elena, Hahalis, Georgios, Iyer, Venkat, Klein, Alexander, Hakas, Joseph, Jackson-Voyzey, Ewart, Kmetzo, James J., Hall, Christian, Jaffrani, Naseem, Kneller, G. 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Abstract

In this article, the name of the GLORIA-AF investigator Anastasios Kollias was given incorrectly as Athanasios Kollias in the Acknowledgements. The original article has been corrected.

Published
2022

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