Towards Foundation Models for Critical Care Time Series

Autor: Burger, Manuel, Sergeev, Fedor, Londschien, Malte, Chopard, Daphné, Yèche, Hugo, Gerdes, Eike, Leshetkina, Polina, Morgenroth, Alexander, Babür, Zeynep, Bogojeska, Jasmina, Faltys, Martin, Kuznetsova, Rita, Rätsch, Gunnar

Notable progress has been made in generalist medical large language models across various healthcare areas. However, large-scale modeling of in-hospital time series data - such as vital signs, lab results, and treatments in critical care - remains un

Externí odkaz: http://arxiv.org/abs/2411.16346

Automatic Classification of General Movements in Newborns

Autor: Chopard, Daphné, Laguna, Sonia, Chin-Cheong, Kieran, Dietz, Annika, Badura, Anna, Wellmann, Sven, Vogt, Julia E.

General movements (GMs) are spontaneous, coordinated body movements in infants that offer valuable insights into the developing nervous system. Assessed through the Prechtl GM Assessment (GMA), GMs are reliable predictors for neurodevelopmental disor

Externí odkaz: http://arxiv.org/abs/2411.09821

SISMIK for brain MRI: Deep-learning-based motion estimation and model-based motion correction in k-space

Autor: Dabrowski, Oscar, Falcone, Jean-Luc, Klauser, Antoine, Songeon, Julien, Kocher, Michel, Chopard, Bastien, Lazeyras, François, Courvoisier, Sébastien

Publikováno v: IEEE Transactions on Medical Imaging (2024)

MRI, a widespread non-invasive medical imaging modality, is highly sensitive to patient motion. Despite many attempts over the years, motion correction remains a difficult problem and there is no general method applicable to all situations. We propos

Externí odkaz: http://arxiv.org/abs/2312.13220

Assessment of bleeding events in patients receiving DOACs with or without statins to treat venous thromboembolism: insights from the RIETE registry

Autor: Dominique Farge-bancel, R Marqués, M Ortiz, Paolo Prandoni, J Roa, Manuel Monreal, F Couturaud, J Gutierrez, J Pagan, Peter Verhamme, A Aujayeb, Laurent Bertoletti, P Verhamme, M Monreal, S Fonseca, S Pinto, S Soler, A Lorenzo, R Lecumberri, R Otero, P DI MICCO, F Rivera-Cívico, A Molino, P Suchon, C Grange, JA Caprini, J Osorio, Henri Bounameaux, R Valle, F Negro, A Tufano, Remedios Otero, Aitor Ballaz, G Kenet, I Francisco, F Uresandi, G Barillari, Marijan Bosevski, F García-Bragado, E Grau, D Jiménez, A Maestre, A Visonà, J Criado, R Chopard, I Weinberg, M Lumbierres, B Leclercq, H Bounameaux, Farid Rashidi, Abílio Reis, Lucia Mazzolai, P Llamas, MJ Núñez-Fernández, F Dentali, O Espitia, C Siniscalchi, Rosaria Del Giorno, Sanjiv Keller, Carmine Siniscalchi, Luciano Lopez-Jimenez, Ana Cristina Montenegro, Benjamin Brenner, Raquel Barb, Pierpaolo Di Micco, Sebastian Schellong, Inna Tzoran, Radovan Malý, Joseph A. Caprini, Hanh My Bui, MD Adarraga, A Alberich-Conesa, J Aibar, A Alda-Lozano, J Alfonso, C Amado, M Angelina-García, JI Arcelus, A Ballaz, R Barba, C Barbagelata, M Barrón, B Barrón-Andrés, F Beddar-Chaib, A Blanco-Molina, JC Caballero, J Carrillo-Alonso, G Castellanos, L Chasco, C De Ancos, J Del Toro, P Demelo-Rodríguez, C De Juana-Izquierdo, MC Díaz-Pedroche, JA Díaz-Peromingo, A Dubois-Silva, JC Escribano, C Falgá, AI Farfán-Sedano, C Fernández-Aracil, C Fernández-Capitán, B Fernández-Jiménez, JL Fernández-Reyes, MA Fidalgo, C Gabara, F Galeano-Valle, C García-González, A García-Ortega, O Gavín-Sebastián, MA Gil-De Gómez, A Gil-Díaz, C Gómez-Cuervo, A González-Munera, L Guirado, L Hernández-Blasco, L Jara-Palomares, MJ Jaras, I Jou, MD Joya, JL Lobo, L López-Jiménez, P López-Miguel, H López-Brull, JJ López-Núñez, A López-Ruiz, JB LópezSáez, O Madridano, PJ Marchena, M Marcos, M Martín del Pozo, F Martín-Martos, R Martínez-Prado, JM Maza, E Mena, MI Mercado, J Moisés, MV Morales, MS Navas, JA Nieto, M Olid, L Ordieres-Ortega, S Otálora, N Pacheco-Gómez, AC Palomeque, E Paredes, P Parra-Caballero, P Parra-Rosado, JM Pedrajas, C Pérez-Ductor, M Pérez-Pinar, MA Pérez-Jacoiste, ML Peris, ML Pesce, JA Porras, R Puchades, A Rodríguez-Cobo, M Romero-Brugera, P Ruiz-Artacho, N Ruiz-Giménez, J Ruiz-Ruiz, G Salgueiro, T Sancho, V Sendín, P Sigüenza, A Steinherr, S Suárez-Fernández, R Tirado, A TorrentsVilar, MI Torres, J Trujillo-Santos, JF Varona, A Villalobos, P Villares, C Ay, S Nopp, I Pabinger, C Van Edom, A Verstraete, Yoo HHB, AC Montenegro, SN Morales, J Hirmerova, R Malý, L Bertoletti, A BuraRiviere, J Catella, R Le Mao, I Mahé, F Moustafa, L Plaisance, G Sarlon-Bartoli, E Versini, S Schellong, B Brenner, I Tzoran, P Sadeghipour, F Rashidi, A Abenante, M Basaglia, M Bertoni, F Bilora, B Brandolin, M Ciammaichella, D Colaizzo, E Grandone, E Imbalzano, R Pesavento, A Poz, P Prandoni, B Taflaj, B Zalunardo, A Skride, D Kigitovica, J Meireles, M Bosevski, M Zdraveska, L Mazzolai, HM Bui

Publikováno v: BMJ Open, Vol 14, Iss 10 (2024)

Objective To evaluate the impact of coadministering statins with direct oral anticoagulants (DOACs) on the risk of major bleeding events in patients with venous thromboembolism (VTE).Design Observational cohort analysis based on a multicentre interna

Externí odkaz: https://doaj.org/article/783c0993cd8248e8891454a53ddc48b0

Risk of recurrence after discontinuing anticoagulation in patients with COVID-19- associated venous thromboembolism: a prospective multicentre cohort studyResearch in context

Autor: Luis Jara-Palomares, Behnood Bikdeli, David Jiménez, Alfonso Muriel, Pablo Demelo-Rodríguez, Farès Moustafa, Aurora Villalobos, Patricia López-Miguel, Luciano López-Jiménez, Sonia Otálora, María Luisa Peris, Cristina Amado, Romain Chopard, Francisco Rivera-Cívico, Manuel Monreal, María Dolores Adarraga, Ana Alberich Conesa, Jesús Aibar, Alicia Alda Lozano, Joaquín Alfonso, Jesús Alonso Carrillo, María Angelina García, Juan Ignacio Arcelus, Aitor Ballaz, Raquel Barba, María Barca Hernando, Cristina Barbagelata, Manuel Barrón, Belén Barrón Andrés, Fahd Beddar Chaib, María Ángeles Blanco Molina, Juan Carlos Caballero, Gonzalo Castellanos, Leyre Chasco, Juan Criado, Cristina de Ancos, Jorge del Toro, Pablo Demelo Rodríguez, Cristina de Juana Izquierdo, Ana María Díaz Brasero, José Antonio Díaz Peromingo, Álvaro Dubois Silva, Juan Carlos Escribano, Concepción Falgá, Ana Isabel Farfán Sedano, Cleofe Fernández Aracil, Carmen Fernández Capitán, Begoña Fernández Jiménez, José Luis Fernández Reyes, María Ángeles Fidalgo, Iria Francisco, Cristina Gabara, Francisco Galeano Valle, Francisco García Bragado, Alberto García Ortega, Olga Gavín Sebastián, María Allende Gil de Gómez, Aída Gil Díaz, Covadonga Gómez Cuervo, Adriana González Munera, Enric Grau, Leticia Guirado, Javier Gutiérrez, Luis Hernández Blasco, Luis Jara Palomares, María Jesús Jaras, Rafael Jiménez, Inés Jou, María Dolores Joya, Sara Lainez Justo, Antonio Lalueza, Ramón Lecumberri, José Manuel León Ramírez, Pilar Llamas, José Luis Lobo, Luciano López Jiménez, Patricia López Miguel, Juan José López Núñez, Antonio López Ruiz, Juan Bosco López Sáez, Alicia Lorenzo, Marina Lumbierres, Olga Madridano, Ana Maestre, Pablo Javier Marchena, María Marcos, Mar Martín del Pozo, Francisco Martín Martos, Jorge Manuel Maza, Elisabeth Mena, Maria Isabel Mercado, Jorge Moisés, María del Valle Morales, Maria Sierra Navas, José Antonio Nieto, Manuel Jesús Núñez Fernández, Mónica Olid, Lucía Ordieres Ortega, María Ortiz, Jeisson Osorio, Remedios Otero, Nazaret Pacheco Gómez, Javier Pagán, Andrea Catalina Palomeque, Ezequiel Paredes, Pedro Parra Caballero, José María Pedrajas, Cristina Pérez Ductor, Montserrat Pérez Pinar, María Lourdes Pesce, José Antonio Porras, Ramón Puchades, Francisco Rivera Cívico, Ana Rodríguez Cobo, Vladimir Rosa, Marta Romero Brugera, Pedro Ruiz Artacho, Nuria Ruiz Giménez, Justo Ruiz Ruiz, Georgina Salgueiro, Teresa Sancho, Vanesa Sendín, Patricia Sigüenza, Silvia Soler, Susana Suárez Fernández, Raimundo Tirado, Ana Torrents Vilar, María Isabel Torres, Javier Trujillo Santos, Fernando Uresandi, Reina Valle, José Felipe Varona, Paula Villares, Cihan Ay, Stephan Nopp, Ingrid Pabinger, Matthias Engelen, Thomas Vanassche, Peter Verhamme, Hugo Hyung Bok Yoo, Ana Cristina Montenegro, Silvia Natalia Morales, Jairo Roa, Jana Hirmerova, Radovan Malý, Laurent Bertoletti, Alessandra Bura-Riviere, Judith Catella, Francis Couturaud, Olivier Espitia, Claire Grange, Barbara Leclercq, Raphael Le Mao, Isabelle Mahé, Ludovic Plaisance, Gabrielle Sarlon Bartoli, Pierre Suchon, Edouard Versini, Sebastian Schellong, Benjamin Brenner, Najib Dally, Inna Tzoran, Parham Sadeghipour, Fahrid Rashidi, Alessia Abenante, Giovanni Barillari, Manuela Basaglia, Franca Bilora, Daniele Bissacco, Cristiano Bortoluzzi, Barbara Brandolin, Renato Casana, Maurizio Ciammaichella, Donatella Colaizzo, Francesco Dentali, Pierpaolo Di Micco, Elvira Grandone, Egidio Imbalzano, Daniela Lambertenghi Deliliers, Federica Negro, Raffaele Pesavento, Alessandra Poz, Paolo Prandoni, Paolo Scarinzi, Carmine Siniscalchi, Beldisa Taflaj, Antonella Tufano, Adriana Visonà, Ngoc Vo Hong, Beniamino Zalunardo, Andris Skride, Dana Kigitovica, Samuel Fonseca, Rafael Marques, José Meireles, Sara Barbosa Pinto, Marijan Bosevsky, Aleksandra Eftimova, Marijan Zdraveska, Henri Bounameaux, Lucia Mazzolai, Avinash Aujayeb, Joseph Caprini, Ido Weinberg, Hanh My Bui

Publikováno v: EClinicalMedicine, Vol 73, Iss , Pp 102659- (2024)

Summary: Background: The clinical relevance of recurrent venous thromboembolism (VTE) after discontinuing anticoagulation in patients with COVID-19-associated VTE remains uncertain. We estimated the incidence rates and mortality of VTE recurrences de

Externí odkaz: https://doaj.org/article/548cf0001e7246a9a5b684b961b5a842