Privacy Mechanisms and Evaluation Metrics for Synthetic Data Generation: A Systematic Review

Autor: Pablo A. Osorio-Marulanda, Gorka Epelde, Mikel Hernandez, Imanol Isasa, Nicolas Moreno Reyes, Andoni Beristain Iraola

Publikováno v: IEEE Access, Vol 12, Pp 88048-88074 (2024)

The growth of data publishing, sharing, and mining mechanisms in various fields of industry and science has led to an increase in the flow of data, making it an important asset that needs to be protected and managed effectively. To this end, differen

Externí odkaz: https://doaj.org/article/555399c1b7244f9ead971e12221b6da1

Thoracoscopic segmentectomy versus lobectomy: A propensity score–matched analysisCentral MessagePerspective

Autor: Julio Sesma, MD, Sergio Bolufer, MD, PhD, Antonio García-Valentín, MD, PhD, Raúl Embún, MD, PhD, Íker Javier López, MD, PhD, Nicolás Moreno-Mata, MD, PhD, Unai Jiménez, MD, Florentino Hernando Trancho, MD, PhD, Antonio Eduardo Martín-Ucar, MD, Juana Gallar, MD, PhD, Raul Embun, Iñigo Royo-Crespo, José Luis Recuero Díaz, Sergio Bolufer, Julio Sesma, Sergi Call, Miguel Congregado, David Gómez-de Antonio, Marcelo F. Jimenez, Nicolas Moreno-Mata, Borja Aguinagalde, Sergio Amor-Alonso, Miguel Jesús Arrarás, Ana Isabel Blanco Orozco, Marc Boada, Alberto Cabañero Sánchez, Isabel Cal Vázquez, Ángel Cilleruelo Ramos, Silvana Crowley Carrasco, Elena Fernández-Martín, Santiago García-Barajas, Maria Dolores García-Jiménez, Jose María García-Prim, Jose Alberto Garcia-Salcedo, Juan José Gelbenzu-Zazpe, Carlos Fernando Giraldo-Ospina, María Teresa Gómez Hernández, Jorge Hernández, Jennifer D. Illana Wolf, Alberto Jauregui Abularach, Unai Jiménez, Iker López Sanz, Néstor J. Martínez-Hernández, Elisabeth Martínez-Téllez, Lucía Milla Collado, Roberto Mongil Poce, Francisco Javier Moradiellos-Díez, Ramón Moreno-Balsalobre, Sergio B. Moreno Merino, Carme Obiols, Florencio Quero-Valenzuela, María Elena Ramírez-Gil, Ricard Ramos-Izquierdo, Eduardo Rivo, Alberto Rodríguez-Fuster, Rafael Rojo-Marcos, David Sanchez-Lorente, Laura Sanchez Moreno, Carlos Simón, Juan Carlos Trujillo-Reyes, Florentino Hernando Trancho

Publikováno v: JTCVS Open, Vol 9, Iss , Pp 268-278 (2022)

Objectives: The aim of this study is to compare the postoperative complications, perioperative course, and survival among patients from the multicentric Spanish Video-assisted Thoracic Surgery Group database who received video-assisted thoracic surge

Externí odkaz: https://doaj.org/article/a5e8996c250b4d3db89116838a60d825

Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees

Autor: Osorio-Marulanda, Pablo A., Ramirez, John Esteban Castro, Jiménez, Mikel Hernández, Reyes, Nicolas Moreno, Unanue, Gorka Epelde

Creation of synthetic data models has represented a significant advancement across diverse scientific fields, but this technology also brings important privacy considerations for users. This work focuses on enhancing a non-parametric copula-based syn

Externí odkaz: http://arxiv.org/abs/2409.18611

Rationale and design of the colchicine for the prevention of perioperative atrial fibrillation in patients undergoing major noncardiac thoracic surgery (COP-AF) trial

Autor: Devereaux, Vincent, Jessica, Wang, Michael Ke, Wells, Jennifer R., Conen, David, Devereaux, PJ, Healey, Jeff S., Landoni, Giovanni, McIntyre, William F., Popova, Ekaterine, Sessler, Daniel I., Srinathan, Sadeesh K., Amir, Mohammed, Bangdiwala, Shrikant I., Bossard, Matthias, Chan, Matthew T.V., Eikelboom, John W., Fleischmann, Edith, Jolly, Sanjit S., Montes, Felix Ramón, Reimer, Cara, Schmartz, Denis, Wang, Chew Yin, Alvarez-Garcia, Jesus, Bianco, Giuliana Lo, Blum, Steffen, Boasquevisque, Danielle de Sa, Borges, Flavia K., Chiarella-Redfern, Helene, Gonzalez-Osuna, Aranzazu, Guerra-Ramos, Jose M., Marcucci, Maura, Meyre, Pascal B., Ofori, Sandra N., Oleynick, Christopher, Ramos-Pachón, Anna, Traquair, Hugh, Mitchell, L. Brent, Wyse, George, Cheng, Davy, McAlister, Finlay A., Wells, George A., Baskaran, Geethan, Gennaccaro, Julia, Howe, Rosemary, Mastrangelo, Louise, Pettit, Shirley, Shahbaz, Subana, Tosh, Makayla, Zucchetto, Simona J., Heenan, Laura, Lee, Shun Fu, Li, Zhuoru, Xu, Lizhen, Kabon, Barbara, Reiterer, Christian, Taschner, Alexander, Horvath, Katharina, Adamowitsch, Nikolas, Zotti, Oliver, Hantáková, Nicole, Hochreiter, Beatrix, Huybrechts, Isabelle, Cappeliez, Serge, Neary, John D., Shargall, Yaron, Tandon, Vikas, Finley, Christian, Agzarian, John, Hanna, Waël, Abdulrahman, Muammar, Lawrence, Kelly, Gregus, Krysten, Quraishi, Faraaz, Wikkerink, Spencer, Wallace, Christine, Prine, Merissa, Gregus, Emily, Hare, Jacqueline, Lombardo, Kristen, Fezia, Behashta, Columbus, Teresa, DuMerton, Deborah, Reid, Ken, Parlow, Joel, Chung, Wiley, Karizhenskaia, Maria, Malik, Aftab, Kidane, Biniam, Liu, Richard, Tan, Lawrence, Gowing, Stephen, Buduhan, Gordon, Enns, Stephanie, Poole, Emma, Graham, Kristin, McLean, Sean R., McGuire, Anna, Lohser, Jens, Lim, Shirley, Grey, Rebecca, Grant, Kyle, Lee, Alex L., Choi, James J., Dewar, Leith R., Yee, John, Maziak, Donna E., Seely, Andrew J.E., Gilbert, Sebastien, Villeneuve, P. James, Sundaresan, Sudhir, Moffatt-Bruce, Susan D., Gingrich, Molly, Fazekas, Anna, Bucciero, Kirby, Malthaner, Richard A., Lewis, Deb, Fortin, Dalilah, Qiabi, Mehdi, Nayak, Rahul, Plourde, Madelaine Marie, Sellers, Daniel, Donahoe, Laura, Lefebvre, Marco, Lanthier, Luc, Schieman, Colin, Bessissow, Amal, Joynt, Gavin M., Wong, Randolph H.L., Lau, Rainbow W.H., Wong, Wai Tat, Choi, Gordon Y.S., Lee, Eva, Hui, Ka Yan, Fung, Beaker, Chan, Chee Sam, Gutiérrez-Soriano, Laura, Castañeda, Laura Carmenza, Téllez, Luis Jaime, Ortiz-Ramirez, Lina Marcela, De Santis, Simona, Favaro, Giovanni, Muriana, Piergiorgio, Nakhnoukh, Cristina, Novellis, Pierluigi, Turi, Stefano, Veronesi, Giulia, Angelini, Matteo, Voltolini, Luca, Bongiolatti, Stefano, Salvicchi, Alberto, Gatteschi, Lavinia, Indino, Rossella, Tombelli, Simone, Ravasin, Alice, Salimbene, Ottavia, Rosboch, Giulio Luca, Balzani, Eleonora, Massullo, Domenico, Fiorelli, Silvia, Londero, Francesco, Grossi, William, Ng, Tyng Yan, See, Woan Shiang, Nawaz, Mohammed Asghar, Reyes, Juan Carlos Trujillo, Tellez, Elisabeth Martinez, Sanchis, Josep Belda, Cánovas, Georgina Planas, Ruiz, Ana Parera, Gutierrez, Esther Cladellas, Guarino, Mauro, Cuchi, Gerard Urrutia, Nogues, Marta Argilaga, Juan, Anna Rovira, Medina-Aedo, Melixa, Grande, Ascensión Martín, Roux, Diego Parise, Martín, Luis Gajate, Pajares, Angélica De Pablo, Toha, Angel Manuel Candela, Mata, Nicolás Moreno, Molina, Gema Muñoz, Silva, Usue Caballero, Cabañero, Alberto, Fernandez, Sara Fra, Tallada, Anna Gonzàlez, Suarez, Susana González, Ball, Montserrat Ribas, Clanchet, Miriam De Nadal, Ruiz-Villa, Laura, Martí-Ejarque, M.M., Gili-Bueno, Mireia, Ferrández, Jorge Hernández, Llobet, Neus Pons, Cruz, Patricia, Sánchez-Pedrosa, Guillermo, Duque, Patricia, Azcárate, Leire, Martín-Albo, Lorena, Rodríguez-Fuster, Alberto, Bermejo-Martínez, Silvia, Carramiñana, Albert, Minervini, Fabrizio, Cata, Juan P., Rajaram, Ravi, Corrales, German, Guerra-Londono, Juan Jose, Mehran, Reza, Sepesi, Boris, Walsh, Garrett, Cukierman, Daniel S., Marchant, Bryan E., Harris, Lynne C., Cusson, Bruce D., Miller, Scott A., Minear, Steven C., Teixeira, Camila, Pimentel, Mario, Popoff, Andrew M., Cheung, Wing Lee, Marsack, Kelly, Ayad, Sabry, Araujo, Jorge, Chen, Tzonghuei H., Essandoh, Michael, Poppers, Jeremy S., Trujillo Reyes, Juan Carlos, Gonzalez Tallada, Anna, Garg, Amit X.

Publikováno v: In American Heart Journal May 2023 259:87-96

CONSTRUCCIÓN DE MUROS DE TIERRA VERTICAL COMPRIMIDA

Autor: César Ponce Palafox, Armando Nicolas Moreno Juárez, Gonzalo José Francisco Pérez Gómez Martínez, Octavio E. Cárdenas Díaz

Publikováno v: Scientific Journal of Applied Social and Clinical Science. 2:2-11

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9cd953530d988753bf63c9a9587bc5c5
https://doi.org/10.22533/at.ed.2162102216068