Beyond Recommendations: From Backward to Forward AI Support of Pilots' Decision-Making Process

Autor: Zhang, Zelun Tony, Feger, Sebastian S., Dullenkopf, Lucas, Liao, Rulu, Süsslin, Lukas, Liu, Yuanting, Butz, Andreas

AI is anticipated to enhance human decision-making in high-stakes domains like aviation, but adoption is often hindered by challenges such as inappropriate reliance and poor alignment with users' decision-making. Recent research suggests that a core

Externí odkaz: http://arxiv.org/abs/2406.08959

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Dynamics of disease characteristics and clinical management of critically ill COVID-19 patients over the time course of the pandemic: an analysis of the prospective, international, multicentre RISC-19-ICU registry

Autor: Pedro David Wendel-Garcia, André Moser, Marie-Madlen Jeitziner, Hernán Aguirre-Bermeo, Pedro Arias-Sanchez, Janina Apolo, Ferran Roche-Campo, Diego Franch-Llasat, Gian-Reto Kleger, Claudia Schrag, Urs Pietsch, Miodrag Filipovic, Sascha David, Klaus Stahl, Souad Bouaoud, Amel Ouyahia, Patricia Fodor, Pascal Locher, Martin Siegemund, Nuria Zellweger, Sara Cereghetti, Peter Schott, Gianfilippo Gangitano, Maddalena Alessandra Wu, Mario Alfaro-Farias, Gerardo Vizmanos-Lamotte, Hatem Ksouri, Nadine Gehring, Emanuele Rezoagli, Fabrizio Turrini, Herminia Lozano-Gómez, Andrea Carsetti, Raquel Rodríguez-García, Bernd Yuen, Anja Baltussen Weber, Pedro Castro, Jesus Oscar Escos-Orta, Alexander Dullenkopf, Maria C. Martín-Delgado, Theodoros Aslanidis, Marie-Helene Perez, Frank Hillgaertner, Samuele Ceruti, Marilene Franchitti Laurent, Julien Marrel, Riccardo Colombo, Marcus Laube, Alberto Fogagnolo, Michael Studhalter, Tobias Wengenmayer, Emiliano Gamberini, Christian Buerkle, Philipp K. Buehler, Stefanie Keiser, Muhammed Elhadi, Jonathan Montomoli, Philippe Guerci, Thierry Fumeaux, Reto A. Schuepbach, Stephan M. Jakob, Yok-Ai Que, Matthias Peter Hilty, the RISC-19-ICU Investigators

Publikováno v: Critical Care, Vol 26, Iss 1, Pp 1-14 (2022)

Abstract Background It remains elusive how the characteristics, the course of disease, the clinical management and the outcomes of critically ill COVID-19 patients admitted to intensive care units (ICU) worldwide have changed over the course of the p

Externí odkaz: https://doaj.org/article/e59dbba5580e4dcbb1bbc0adac1d7610

Intraoperative positive end-expiratory pressure and postoperative pulmonary complications: a patient-level meta-analysis of three randomised clinical trials

Autor: Hemmes, Sabrine NT., Gama de Abreu, Marcelo, Severgnini, Paolo, Hollmann, Markus W., Binnekade, Jan M., Wrigge, Hermann, Canet, Jaume, Hiesmayr, Michael, Schmid, Werner, Tschernko, Edda, Jaber, Samir, Hedenstierna, Göran, Putensen, Christian, Pelosi, Paolo, Schultz, Marcus J., Marti, Agnes, Bacuzzi, Alessandro, Brodhun, Alexander, Molin, Alexandre, Merten, Alfred, Parera, Ana, Brunelli, Andrea, Cortegiani, Andrea, Güldner, Andreas, Reske, Andreas W., Gratarola, Angelo, Giarratano, Antonino, Bastin, Bea, Heyse, Bjorn, Mazul-Sunko, Branka, Amantea, Bruno, Barberis, Bruno, Uhlig, Christopher, Marín, Conrado Minguez, Celentano, Cristian, La Bella, Daniela, D’Antini, David, Velghe, David, Sulemanji, Demet, De Robertis, Edoardo, Hartmann, Eric, Montalto, Francesca, Tropea, Francesco, Mills, Gary H., Cinnella, Gilda, Della Rocca, Giorgio, Caggianelli, Girolamo, Pellerano, Giulia, Mollica, Giuseppina, Bugedo, Guillermo, Mulier, Jan-Paul, Vandenbrande, Jeroen, Geib, Johann, Yaqub, Jonathan, Florez, Jorge, Mayoral, Juan F., Sprung, Juraj, Van Limmen, Jurgen, Bos, Lieuwe DJ., de Baerdemaeker, Luc, Jamaer, Luc, Spagnolo, Luigi, Strys, Lydia, Gil, Manuel Granell, Vidal Melo, Marcos F., Unzueta, Maria Carmen, Moral, Maria Victoria, Ferner, Marion, Weiss, Martin, Vanoni, Massimo, Schaefer, Maximilian S., Prieto, Mercè, Grio, Michele, Spieth, Peter Markus, Simon, Philipp, Bodger, Phoebe, Sierra, Pilar, Laufenberg-Feldmann, Rita, Rusca, Roberta, Proietti, Rodolfo, Raineri, Santi Maurizio, Caroleo, Santo, Sabaté, Sergi, De Hert, Stefan, Pezzato, Stefano, Treschan, Tanja A., Goranovic, Tatjana, Koch, Thea, Bluth, Thomas, Kiss, Thomas, Perilli, Valter, Cegarra, Virginia, Ferrando, Carlos, Belda, Javier, Soro, Marina, Unzueta, Carmen, Suarez-Sipmann, Fernando, Librero, Julián, Llombart, Alicia, Rovira, Lucas, Granell, Manuel, Aldecoa, César, Diaz-Cambronero, Oscar, Balust, Jaume, Garutti, Ignacio, Gonzalez, Rafael, Gallego, Lucia, Garcia del Valle, Santiago, Redondo, Javier, Pestaña, David, Rodríguez, Aurelio, García, Javier, Matta, Manuel de la, Ibáñez, Maite, Barrios, Francisco, Hernández, Samuel, Torres, Vicente, Peiró, Salvador, Pozo, Natividad, Villena, Abigail, Carramiñana, Albert, Gallego-Casilda, Alberto, Duca, Alejandro, Alcón, Amalia, Miñana, Amanda, Asensio, Ana, Colás, Ana, Galve, Ana Isabel, Izquierdo, Ana, Jurado, Ana, Pérez, Ana María, Mugarra, Ana, Gutierrez, Andrea, De Miguel, Ángeles, Lozano, Angels, Katime, Antonio, Romero, Antonio, Garrigues, Beatriz, Ayas, Begoña, Arocas, Blanca, Delgado, Carlos, Fernández, Carmen, Romero, Carolina, Gallego, Clara, Garcés, Cristina, Lisbona, Cristina, Parrilla, Cristina, López-Herrera, Daniel, González, Domingo, Llamazares, Eduardo, Del Rio, Elena, Lozano, Elena, Pastor, Ernesto, Chamorro, Estefanía, Gracia, Estefanía, Sánchez, Ester, Romero, Esther, Díez, Fernando, Serralta, Ferran, Daviu, Francisco, Sandín, Francisco, Aguilar, Gerardo, Tusman, Gerardo, Azparren, Gonzalo, Martínez-Pallí, Graciela, Mazzinari, Guido, Benítez, Inmaculada, Hernandéz, Inmaculada, India, Inmaculada, León, Irene, Fuentes, Isabel, Ruiz, Isabel, Puig, Jaume, Román, Javie Ignacio, Acosta, Jesús, Rico-Feijoo, Jesús, Olmedo, Jonathan, Carbonell, Jose A., Alonso, Jose M., Pérez, Jose María, Marcos, Jose Miguel, Navarro, Jose, Valdivia, Jose, Carrizo, Juan, Piqueras, Laura, Soriano, Laura, Vaquero, Laura, Miguel, Lisset, Muñoz, Lorena, Valencia, Lucia, Olmedilla, Luis, Etulain, Mᵃ Justina, Tisner, Manuel, Barrio, María, Alonso, María Dolores, García, María, Hernández, María J., Alberola, María José, Parra, María, Argente, María Pilar, Vila, María, De Fez, Mario, Agilaga, Marta, Gine, Marta, Ayuso, Mercedes, García, Mercedes, Bejarano, Natalia, Peña, Natalia, Ojeda, Nazario, Martínez, Nilda, García, Nuria, Padrón, Oto, García, Pablo, Valls, Paola, Cruz, Patricia, Piñeiro, Patricia, Charco, Pedro, Anaya, Rafael, López, Ramiro, Rodríguez, Rayco, Martínez, Rocío, Pujol, Roger, Dosdá, Rosa, Lardies, Rosa, Díaz, Ruben, Villazala, Rubén, Zapatero, Sara, Cabrera, Sergio, Sánchez, Sergio, Martin, Silvia, Diaz, Suzana, Franco, Tania, Moreno, Tania, Socorro, Tania, Gilabert, Vicente, Balandrón, Victor, Moral, Victoria, Cegarra, Virgina, Varón, Viviana, Abelha, Fernando, Abitağaoğlu, Sühayla, Achilles, Marc, Adebesin, Afeez, Adriaensens, Ine, Ahene, Charles, Akbar, Fatima, Al Harbi, Mohammed, Al Khoury al Kallab, Rita, Albanel, Xavier, Aldenkortt, Florence, Saleh Alfouzan, Rawan Abdullah, Alruqaie, Reef, Altermatt, Fernando, Luís de Castro Araujo, Bruno, Arbesú, Genaro, Artsi, Hanna, Aurilio, Caterina, Ayanoglu, Omer Hilmi, Baig, Harris, Baird, Yolanda, Balonov, Konstantin, Banks, Samantha, Bao, Xiaodong, Baumgartner, Mélanie, Tortosa, Isabel Belda, Bergamaschi, Alice, Bergmann, Lars, Bigatello, Luca, Pérez, Elena Biosca, Birr, Katja, Bojaxhi, Elird, Bonenti, Chiara, Bonney, Iwona, Bos, Elke M.E., Bowman, Sara, Braz, Leandro Gobbo, Brugnoni, Elisa, Brull, Sorin J., Brunetti, Iole, Bruni, Andrea, Buenvenida, Shonie L., Busch, Cornelius Johannes, Camerini, Giovanni, Capatti, Beatrice, Carmona, Javiera, Carungcong, Jaime, Carvalho, Marta, Cattan, Anat, Cavaleiro, Carla, Chiumello, Davide, Ciardo, Stefano, Coburn, Mark, Colella, Umberto, Contreras, Victor, Dincer, Pelin Corman, Cotter, Elizabeth, Crovetto, Marcia, Darrah, William, Davies, Simon, Del Cojo Peces, Enrique, Delphin, Ellise, Diaper, John, Junior, Paulo do Nascimento, Donatiello, Valerio, Dong, Jing, Dourado, Maria do Socorro, Dullenkopf, Alexander, Ebner, Felix, Elgendy, Hamed, Ellenberger, Christoph, Arı, Dilek Erdoğan, Ermert, Thomas, Farah, Fadi, Fernandez-Bustamante, Ana, Ferreira, Cristina, Fiore, Marco, Fonte, Ana, Palahí, Christina Fortià, Galimberti, Andrea, Garofano, Najia, Giaccari, Luca Gregorio, Gilsanz, Fernando, Girrbach, Felix, Gobbi, Luca, Godfried, Marc Bernard, Goettel, Nicolai, Goldstein, Peter A., Goren, Or, Gorlin, Andrew, Graterol, Juan, Guyon, Pierre, Haire, Kevin, Harou, Philippe, Helf, Antonia, Hemmes, Sabrine N.T., Hempel, Gunther, Hernández Cádiz, María José, Heyse, Björn, Huercio, Ivan, Ilievska, Jasmina, Jakus, Lien, Jeganath, Vijay, Jelting, Yvonne, Jung, Minoa, Kabon, Barbara, Kacha, Aalok, Ilić, Maja Karaman, Karuppiah, Arunthevaraja, Kavas, Ayse Duygu, Barcelos, Gleicy Keli, Kellogg, Todd A., Kemper, Johann, Kerbrat, Romain, Khodr, Suraya, Kienbaum, Peter, Kir, Bunyamin, Kivrak, Selin, Klarić, Vlasta, Köksal, Ceren, Kowark, Ana, Kranke, Peter, Kuvaki, Bahar, Kuzmanovska, Biljana, Laffey, John, Lange, Mirko, Freitas de Lemos, Marília, Licker, Marc-Joseph, López-Baamonde, Manuel, López-Hernández, Antonio, Lopez-Martinez, Mercedes, Luise, Stéphane, MacGregor, Mark, Magalhães, Danielle, Maillard, Julien, Malerbi, Patrizia, Manimekalai, Natesan, Margarson, Michael, Markstaller, Klaus, Martin, Archer K., Martin, David P., Martin, Yvette N., Martínez-Ocon, Julia, Martin-Loeches, Ignacio, Maseda, Emilio, Matot, Idit, McAuliffe, Niamh, McKenzie, Travis J., Medina, Paulina, Meersch, Melanie, Menzen, Angelika, Mertens, Els, Meurer, Bernd, Meyer-Treschan, Tanja, Miao, Changhong, Micalizzi, Camilla, Milić, Morena, Pinheiro Módolo, Norma Sueli, Moine, Pierre, Mölders, Patrick, Montero-Feijoo, Ana, Moret, Enrique, Muller, Markus K., Murphy, Zoe, Nalwaya, Pramod, Naumovski, Filip, Navalesi, Paolo, Navarro e Lima, Lais Helena, Adam, Višnja Nesek, Neumann, Claudia, Newell, Christopher, Nisnevitch, Zoulfira, Nizamuddin, Junaid, Novazzi, Cecilia, O'Connor, Michael, Oprea, Günther, Sungur, Mukadder Orhan, Özbilgin, Şule, Pace, Maria Caterina, Pacheco, Marcos, Packianathaswamy, Balaji, Gonzalez, Estefania Palma, Papaspyros, Fotios, Paredes, Sebastián, Passavanti, Maria Beatrice, Pedemonte, Juan Cristobal, Peremin, Sanja, Philipsenburg, Christoph, Pinho, Daniela, Pinho, Silvia, Posthuma, Linda M., Pota, Vincenzo, Preckel, Benedikt, Priani, Paolo, Rached, Mohamed Aymen, Radoeshki, Aleksandar, Ragazzi, Riccardo, Rajamanickam, Tamilselvan, Rajamohan, Arthi, Ramakrishna, Harish, Rangarajan, Desikan, Reiterer, Christian, Renew, J. Ross, Reynaud, Thomas, Rhys, Rhidian, Rivas, Eva, Robitzky, Luisa, Rossaint, Rolf, Rubulotta, Francesca, Machado, Humberto S., Nunes, Catarina S., Sabbatini, Giovanni, Samuels, Jon D., Sanahuja, Josep Martí, Sansone, Pasquale, Santos, Alice, Sayedalahl, Mohamed, Scharffenberg, Martin, Schiffer, Eduardo, Schliewe, Nadja, Schorer, Raoul, Schumann, Roman, Selmo, Gabriele, Sendra, Mar, Senturk, Mert, Shaw, Kate, Shosholcheva, Mirjana, Sibai, Abdulrazak, Simonassi, Francesca, Sinno, Claudia, Sivrikoz, Nukhet, Skandalou, Vasiliki, Smith, Neil, Soares, Maria, Artiles, Tania Socorro, Castro, Diogo Sousa, Sousa, Miguel, Spadaro, Savino, Stamatakis, Emmanouil, Steiner, Luzius A., Stevenazzi, Andrea, Suarez-de-la-Rica, Alejandro, Suppan, Mélanie, Teichmann, Robert, Tena Guerrero, José Maria, Thiel, Bram, Tolós, Raquel, Altun, Gulbin Tore, Tucci, Michelle, Turnbull, Zachary A., Turudić, Žana, Unterberg, Matthias, Van Nieuwenhove, Yves, Van Waesberghe, Julia, Vidal Melo, Marcos Francisco, Vitković, Bibiana, Vivona, Luigi, Vizcaychipi, Marcela, Volta, Carlo Alberto, Weber, Anne, Weingarten, Toby N., Wittenstein, Jakob, Wyffels, Piet, Yagüe, Julio, Yates, David, Yavru, Ayşen, Zac, Lilach, Zhong, Jing, Campos, Niklas S., Librero, Julian, Ball, Lorenzo, Serpa Neto, A.

Publikováno v: In British Journal of Anaesthesia June 2022 128(6):1040-1051

Machine learning using the extreme gradient boosting (XGBoost) algorithm predicts 5-day delta of SOFA score at ICU admission in COVID-19 patients

Autor: Alfaro-Farias, Mario, Vizmanos-Lamotte, Gerardo, Tschoellitsch, Thomas, Meier, Jens, Aguirre-Bermeo, Hernán, Apolo, Janina, Martínez, Alberto, Jurkolow, Geoffrey, Delahaye, Gauthier, Novy, Emmanuel, Losser, Marie-Reine, Wengenmayer, Tobias, Rilinger, Jonathan, Staudacher, Dawid L., David, Sascha, Welte, Tobias, Stahl, Klaus, Pavlos”, “Agios, Aslanidis, Theodoros, Korsos, Anita, Babik, Barna, Nikandish, Reza, Rezoagli, Emanuele, Giacomini, Matteo, Nova, Alice, Fogagnolo, Alberto, Spadaro, Savino, Ceriani, Roberto, Murrone, Martina, Wu, Maddalena A., Cogliati, Chiara, Colombo, Riccardo, Catena, Emanuele, Turrini, Fabrizio, Simonini, Maria Sole, Fabbri, Silvia, Potalivo, Antonella, Facondini, Francesca, Gangitano, Gianfilippo, Perin, Tiziana, Grazia Bocci, Maria, Antonelli, Massimo, Gommers, Diederik, Rodríguez-García, Raquel, Gámez-Zapata, Jorge, Taboada-Fraga, Xiana, Castro, Pedro, Tellez, Adrian, Lander-Azcona, Arantxa, Escós-Orta, Jesús, Martín-Delgado, Maria C., Algaba-Calderon, Angela, Franch-Llasat, Diego, Roche-Campo, Ferran, Lozano-Gómez, Herminia, Zalba-Etayo, Begoña, Michot, Marc P., Klarer, Alexander, Ensner, Rolf, Schott, Peter, Urech, Severin, Zellweger, Nuria, Merki, Lukas, Lambert, Adriana, Laube, Marcus, Jeitziner, Marie M., Jenni-Moser, Beatrice, Wiegand, Jan, Yuen, Bernd, Lienhardt-Nobbe, Barbara, Westphalen, Andrea, Salomon, Petra, Drvaric, Iris, Hillgaertner, Frank, Sieber, Marianne, Dullenkopf, Alexander, Petersen, Lina, Chau, Ivan, Ksouri, Hatem, Sridharan, Govind Oliver, Cereghetti, Sara, Boroli, Filippo, Pugin, Jerome, Grazioli, Serge, Rimensberger, Peter C., Bürkle, Christian, Marrel, Julien, Brenni, Mirko, Fleisch, Isabelle, Lavanchy, Jerome, Perez, Marie-Helene, Ramelet, Anne-Sylvie, Weber, Anja Baltussen, Gerecke, Peter, Christ, Andreas, Ceruti, Samuele, Glotta, Andrea, Marquardt, Katharina, Shaikh, Karim, Hübner, Tobias, Neff, Thomas, Redecker, Hermann, Moret-Bochatay, Mallory, Bentrup, FriederikeMeyer zu, Studhalter, Michael, Stephan, Michael, Brem, Jan, Gehring, Nadine, Selz, Daniela, Naon, Didier, Kleger, Gian-Reto, Pietsch, Urs, Filipovic, Miodrag, Ristic, Anette, Sepulcri, Michael, Heise, Antje, Franchitti Laurent, Marilene, Laurent, Jean-Christophe, Wendel Garcia, Pedro D., Schuepbach, Reto, Heuberger, Dorothea, Bühler, Philipp, Brugger, Silvio, Fodor, Patricia, Locher, Pascal, Camen, Giovanni, Gaspert, Tomislav, Jovic, Marija, Haberthuer, Christoph, Lussman, Roger F., Colak, Elif, Montomoli, Jonathan, Romeo, Luca, Moccia, Sara, Bernardini, Michele, Migliorelli, Lucia, Berardini, Daniele, Donati, Abele, Carsetti, Andrea, Bocci, Maria Grazia, Wendel Garcia, Pedro David, Fumeaux, Thierry, Guerci, Philippe, Schüpbach, Reto Andreas, Ince, Can, Frontoni, Emanuele, Hilty, Matthias Peter

Publikováno v: In Journal of Intensive Medicine October 2021 1(2):110-116