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

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

Publikováno v: Journal of Intensive Medicine, Vol 1, Iss 2, Pp 110-116 (2021)

Background: Accurate risk stratification of critically ill patients with coronavirus disease 2019 (COVID-19) is essential for optimizing resource allocation, delivering targeted interventions, and maximizing patient survival probability. Machine lear

Externí odkaz: https://doaj.org/article/7e7afa9d7e874b589c9f3eb1b5df67cb

Subacute combined spinal cord degeneration and pancytopenia secondary to severe vitamin B12 deficiency

Autor: José Luis Cabrerizo-García, Mariano Sebastián-Royo, Nerea Montes, Begoña Zalba-Etayo

Publikováno v: São Paulo Medical Journal, Vol 130, Iss 4, Pp 259-262

CONTEXT: Decreased vitamin B12 concentration does not usually result in clinical or hematological abnormalities. Subacute combined spinal cord degeneration and pancytopenia are two serious and rarely displayed consequences that appear in severe defic

Externí odkaz: https://doaj.org/article/934c899c90a64f56a11fd77cf5b6e7d3

Graft Risk Index After Liver Transplant: Internal and External Validation of a New Spanish Indicator

Autor: Ana Pascual Bielsa, Lucia Marin Araiz, Paula Ocabo Buil, Adrián Rodríguez García, Juan José Araiz Burdio, Beatriz Virgós Señor, Elena Lacruz Lopez, Miguel Ángel Suárez Pinilla, María Carmen Diaz Mele, Begoña Zalba Etayo

Publikováno v: Zaguán. Repositorio Digital de la Universidad de Zaragoza
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OBJECTIVES: Scarcity of liver grafts has led to the use of marginal donors, consequently increasing the number of complications posttransplant. To prevent this situation, several indicators have been developed. However, important differences remain a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::85926f8dae56880850fae5fd1191d43f
https://doi.org/10.6002/ect.2018.0342

Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study

Autor: Labeau, Sonia O, Afonso, Elsa, Benbenishty, Julie, Blackwood, Bronagh, Boulanger, Carole, Brett, Stephen J, Calvino-Gunther, Silvia, Chaboyer, Wendy, Coyer, Fiona, Deschepper, Mieke, François, Guy, Honore, Patrick M, Jankovic, Radmilo, Khanna, Ashish K, Llaurado-Serra, Mireia, Lin, Frances, Rose, Louise, Rubulotta, Francesca, Saager, Leif, Williams, Ged, Blot, Stijn I, Dritan, Muzha, Antoni Margarit Ribas, Fernando, Lipovesty, Cecilia, Loudet, Fiona, Coyer, Philipp, Eller, Nafseen, Mostafa, Patrick, M Honoré, Vanesa Mercado Telleria, Jasmina, Smajic, Paula Cristina Nogueira, Khalid Mahmood Khan Nafees, Romuald, Hentchoya, Louise, Rose, Javiera, Soledad, Frances, Lin, Yenny, Cardenas, Amylkar Garay Reyes, Alan, Sustic, Meropi, Mpouzika, Tamas, Vymazal, Hanne Irene Jensen, Hernan, Aguirre-Bermeo, Liivi, Maddison, Maija, Valta, Silvia, Calvino-Gunther, Frank, Bloos, Faustina Excel Adipa, Vasilios, Koulouras, Judy, Enamorado, Zsuzsann, Ágoston, Hrönn, Birgisdóttir, Amit, Gupta, Mohan, Gurjar, Bram, Kilapong, Seyed Mohammadreza Hashemian, Ignacio, Martin-Loeches, Julie, Benbenishty, Andrea, Cortegiani, Kelly, Fletcher, Yoshiro, Hayashi, Wangari, Waweru-Siika, Khalid, Abidi, Sang-Min, Lee, Burhan, Hadri, Mihails, Dolgusevs, Fayez François Abillama, Tomas, Jovaisa, Cyril, Thix, Muhammed, Elhadi, Basri Mat Nor, Shanti, Ratnam, Mohd Zulfakar Mazlan, Sundaresan, Maiyalagan, Luis, Sánchez-Hurtado, Adrian, Belii, Mendsaikhan, Naranpurev, Prabha, Gautam, Dylan De Lange, Rachael, Parke, Rose Ekama Ilesanmi, Mirjana, Shosholcheva, Antonija, Petosic, Ranveig, Lind, Madiha Hashmi Ffarcsi, Javier, Bogarin, Aaron Mark Hernandez, Malgorzata, Mikaszewska-Sokolewicz, Bruno, Sousa, Dana, Tomescu, Dorel, Sandesc, Theogene, Twagirumugabe, Vitaly, Gusarov, Maie, Ebaid, Radmilo, Jankovic, Gari, Slobodianiuk, Andrea, Martonova, Rihard, Knafelj, Mervyn, Mer, Emilio, Maseda, Bernardo, Panka, Joerg, C Schefold, Eva, Joelsson-Alm, Konlawij, Trongtrakul, Lorna, Merritt-Charles, Lamia 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Fethi, Gül, İsmail, Cinel, Iskender, Kara, Hasan Nabi Undar, Yesim Serife Bayraktar, Jale Bengi Çelik, Murat Emre Tokur, Demet Tok Aydin, İsmail, Yildiz, Beysim, Özcan, Başar, Erdivanli, Ahmet, Eroglu, Devrim, Akdağ, Nurdan, Ünlü, Adonis, Dungca, Ashwaq, Ali, Bindu, Thankamma, Paul Eric Reyes, Sini, John, Ajitha, Rajendran, Fatima Kasem El Ahmad, Kathleen Ann Smiley, Susanna, Hojden, Mia Thorning Miller, Vishnu Das Sasidharan Nair, Maria Gracia San Antonio, Khaled Al Qawasmeh, Sabah Abu Shawish, Hilary, Twiggs, Ines, Rosado, Volodymyr, Babych, Faye, Morren, Charlotte, Young, Nicola, Vaughan-Jones, Stephanie, Harris, Karen, Burns, Carmel, Georgiev, Rosina, Shayamano, Ian, Kerslake, Peter, Creber, Ana, Vochin, Catherine, O'Brien, Paul, Caddell, Samantha, Hagan, Mandy, Hughes, Tomasz, Torlinski, James, Sherwin, Santhana, Kannan, Amber, Markham, Richard, Lebon, Jason, Cupitt, Julius, Cranshaw, Nigel, White, Victoria, Marriott, Wendy, Milner, Casiano Barrera Groba, Joao, Azoia, Petra, 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Publikováno v: Intensive care medicine, vol. 47, no. 2, pp. 160-169
Intensive Care Medicine
Intensive Care Medicine, 47(2), 160-169. Springer Verlag
INTENSIVE CARE MEDICINE
2021, ' Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients : the DecubICUs study ', Intensive Care Medicine, vol. 47, no. 2, pp. 160–169 . https://doi.org/10.1007/s00134-020-06234-9
DecubICUs Study Team 2020, ' Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients: the DecubICUs study ', Intensive Care Medicine, vol. 47, pp. 160–169 . https://doi.org/10.1007/s00134-020-06234-9
on behalf of the DecubICUs Study Team & the European Society of Intensive Care Medicine (ESICM) Trials Group Collaborators 2021, ' Prevalence, associated factors and outcomes of pressure injuries in adult intensive care unit patients : the DecubICUs study ', Intensive Care Medicine, vol. 47, no. 2, pp. 160-169 . https://doi.org/10.1007/s00134-020-06234-9

Funder: European Society of Intensive Care Medicine; doi: http://dx.doi.org/10.13039/501100013347
Funder: Flemish Society for Critical Care Nurses
Purpose: Intensive care unit (ICU) patients are particularly susceptible to developing pressu

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9f376a31684234b2f98ee9dd43aba8e7

[Medular ischemia after cardiac arrest]

Autor: Iñigo Isern de Val, Begoña Zalba Etayo, Herminia Lozano Gómez

Publikováno v: Medicina Clinica (English Ed.)

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::351c7427746d9ff25ac1f041e20af27d
https://pubmed.ncbi.nlm.nih.gov/33384148