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1. Graph Theory and GNNs to Unravel the Topographical Organization of Brain Lesions in Variants of Alzheimer's Disease Progression

Author

Jimenez, Gabriel, Hebert-Stevens, Leopold, Delatour, Benoit, Stimmer, Lev, and Racoceanu, Daniel

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition
Abstract

In this study, we proposed and evaluated a graph-based framework to assess variations in Alzheimer's disease (AD) neuropathologies, focusing on classic (cAD) and rapid (rpAD) progression forms. Histopathological images are converted into tau-pathology-based (i.e., amyloid plaques and tau tangles) graphs, and derived metrics are used in a machine-learning classifier. This classifier incorporates SHAP value explainability to differentiate between cAD and rpAD. Furthermore, we tested graph neural networks (GNNs) to extract topological embeddings from the graphs and use them in classifying the progression forms of AD. The analysis demonstrated denser networks in rpAD and a distinctive impact on brain cortical layers: rpAD predominantly affects middle layers, whereas cAD influences both superficial and deep layers of the same cortical regions. These results suggest a unique neuropathological network organization for each AD variant.

Published
2024

2. Comparative Analysis of ImageNet Pre-Trained Deep Learning Models and DINOv2 in Medical Imaging Classification

Author

Huang, Yuning, Zou, Jingchen, Meng, Lanxi, Yue, Xin, Zhao, Qing, Li, Jianqiang, Song, Changwei, Jimenez, Gabriel, Li, Shaowu, and Fu, Guanghui

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Machine Learning
Abstract

Medical image analysis frequently encounters data scarcity challenges. Transfer learning has been effective in addressing this issue while conserving computational resources. The recent advent of foundational models like the DINOv2, which uses the vision transformer architecture, has opened new opportunities in the field and gathered significant interest. However, DINOv2's performance on clinical data still needs to be verified. In this paper, we performed a glioma grading task using three clinical modalities of brain MRI data. We compared the performance of various pre-trained deep learning models, including those based on ImageNet and DINOv2, in a transfer learning context. Our focus was on understanding the impact of the freezing mechanism on performance. We also validated our findings on three other types of public datasets: chest radiography, fundus radiography, and dermoscopy. Our findings indicate that in our clinical dataset, DINOv2's performance was not as strong as ImageNet-based pre-trained models, whereas in public datasets, DINOv2 generally outperformed other models, especially when using the frozen mechanism. Similar performance was observed with various sizes of DINOv2 models across different tasks. In summary, DINOv2 is viable for medical image classification tasks, particularly with data resembling natural images. However, its effectiveness may vary with data that significantly differs from natural images such as MRI. In addition, employing smaller versions of the model can be adequate for medical task, offering resource-saving benefits. Our codes are available at https://github.com/GuanghuiFU/medical_DINOv2_eval.

Published
2024

3. Frequency Disentangled Learning for Segmentation of Midbrain Structures from Quantitative Susceptibility Mapping Data

Author

Fu, Guanghui, Jimenez, Gabriel, Loizillon, Sophie, Chougar, Lydia, Dormont, Didier, Valabregue, Romain, Burgos, Ninon, Lehéricy, Stéphane, Racoceanu, Daniel, Colliot, Olivier, and Group, the ICEBERG Study

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition
Abstract

One often lacks sufficient annotated samples for training deep segmentation models. This is in particular the case for less common imaging modalities such as Quantitative Susceptibility Mapping (QSM). It has been shown that deep models tend to fit the target function from low to high frequencies. One may hypothesize that such property can be leveraged for better training of deep learning models. In this paper, we exploit this property to propose a new training method based on frequency-domain disentanglement. It consists of two main steps: i) disentangling the image into high- and low-frequency parts and feature learning; ii) frequency-domain fusion to complete the task. The approach can be used with any backbone segmentation network. We apply the approach to the segmentation of the red and dentate nuclei from QSM data which is particularly relevant for the study of parkinsonian syndromes. We demonstrate that the proposed method provides considerable performance improvements for these tasks. We further applied it to three public datasets from the Medical Segmentation Decathlon (MSD) challenge. For two MSD tasks, it provided smaller but still substantial improvements (up to 7 points of Dice), especially under small training set situations., Comment: 10 pages

Published
2023

4. Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological images

Author

Jimenez, Gabriel, Kar, Anuradha, Ounissi, Mehdi, Ingrassia, Léa, Boluda, Susana, Delatour, Benoît, Stimmer, Lev, and Racoceanu, Daniel

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Machine Learning
Abstract

Quantifying the distribution and morphology of tau protein structures in brain tissues is key to diagnosing Alzheimer's Disease (AD) and its subtypes. Recently, deep learning (DL) models such as UNet have been successfully used for automatic segmentation of histopathological whole slide images (WSI) of biological tissues. In this study, we propose a DL-based methodology for semantic segmentation of tau lesions (i.e., neuritic plaques) in WSI of postmortem patients with AD. The state of the art in semantic segmentation of neuritic plaques in human WSI is very limited. Our study proposes a baseline able to generate a significant advantage for morphological analysis of these tauopathies for further stratification of AD patients. Essential discussions concerning biomarkers (ALZ50 versus AT8 tau antibodies), the imaging modality (different slide scanner resolutions), and the challenge of weak annotations are addressed within this seminal study. The analysis of the impact of context in plaque segmentation is important to understand the role of the micro-environment for reliable tau protein segmentation. In addition, by integrating visual interpretability, we are able to explain how the network focuses on a region of interest (ROI), giving additional insights to pathologists. Finally, the release of a new expert-annotated database and the code (\url{https://github.com/aramis-lab/miccai2022-stratifiad.git}) will be helpful for the scientific community to accelerate the development of new pipelines for human WSI processing in AD.

Published
2023
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5. Computational Pathology for Brain Disorders

Author

Jimenez, Gabriel and Racoceanu, Daniel

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning
Abstract

Non-invasive brain imaging techniques allow understanding the behavior and macro changes in the brain to determine the progress of a disease. However, computational pathology provides a deeper understanding of brain disorders at cellular level, able to consolidate a diagnosis and make the bridge between the medical image and the omics analysis. In traditional histopathology, histology slides are visually inspected, under the microscope, by trained pathologists. This process is time-consuming and labor-intensive; therefore, the emergence of Computational Pathology has triggered great hope to ease this tedious task and make it more robust. This chapter focuses on understanding the state-of-the-art machine learning techniques used to analyze whole slide images within the context of brain disorders. We present a selective set of remarkable machine learning algorithms providing discriminative approaches and quality results on brain disorders. These methodologies are applied to different tasks, such as monitoring mechanisms contributing to disease progression and patient survival rates, analyzing morphological phenotypes for classification and quantitative assessment of disease, improving clinical care, diagnosing tumor specimens, and intraoperative interpretation. Thanks to the recent progress in machine learning algorithms for high-content image processing, computational pathology marks the rise of a new generation of medical discoveries and clinical protocols, including in brain disorders., Comment: Machine Learning for Brain Disorders, 2022

Published
2023

6. Fourier Disentangled Multimodal Prior Knowledge Fusion for Red Nucleus Segmentation in Brain MRI

Author

Fu, Guanghui, Jimenez, Gabriel, Loizillon, Sophie, Jurdi, Rosana El, Chougar, Lydia, Dormont, Didier, Valabregue, Romain, Burgos, Ninon, Lehéricy, Stéphane, Racoceanu, Daniel, Colliot, Olivier, and Group, the ICEBERG Study

Subjects
Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning
Abstract

Early and accurate diagnosis of parkinsonian syndromes is critical to provide appropriate care to patients and for inclusion in therapeutic trials. The red nucleus is a structure of the midbrain that plays an important role in these disorders. It can be visualized using iron-sensitive magnetic resonance imaging (MRI) sequences. Different iron-sensitive contrasts can be produced with MRI. Combining such multimodal data has the potential to improve segmentation of the red nucleus. Current multimodal segmentation algorithms are computationally consuming, cannot deal with missing modalities and need annotations for all modalities. In this paper, we propose a new model that integrates prior knowledge from different contrasts for red nucleus segmentation. The method consists of three main stages. First, it disentangles the image into high-level information representing the brain structure, and low-frequency information representing the contrast. The high-frequency information is then fed into a network to learn anatomical features, while the list of multimodal low-frequency information is processed by another module. Finally, feature fusion is performed to complete the segmentation task. The proposed method was used with several iron-sensitive contrasts (iMag, QSM, R2*, SWI). Experiments demonstrate that our proposed model substantially outperforms a baseline UNet model when the training set size is very small.

Published
2022

13. Individual and sectoral analysis framework for the impact of economic and financial risks

Author

Pérez Montes, Carlos, primary, Ferrer, Alejandro, additional, Jiménez, Gabriel, additional, Álvarez Román, Laura, additional, Basso, Henrique, additional, González López, Beatriz, additional, Mayordomo, Sergio, additional, Menéndez Pujadas, Álvaro, additional, Pidkuyko, Myroslav, additional, Morales, Lola, additional, Martínez-Valero, Pedro Javier, additional, and Valentín, Ángel, additional

Published
2023
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15. Key Factors Associated With Pulmonary Sequelae in the Follow-Up of Critically Ill COVID-19 Patients

Author

Cabello, María Aguilar, Alcaraz-Serrano, Victoria, Aldecoa, Cesar, Alegre, Cynthia, Calderón, Ángela Algaba, Álvarez, Sergio, Ruiz, Antonio Álvarez, Andrea, Ruth, Aparicio, Maria de Alba, Arrieta, Marta, Ayestarán, J. Ignacio, Badia, Joan Ramon, Badía, Mariona, Pravia, Orville Báez, Mariño, Ana Balan, Balsera, Begoña, Barbena, Laura, Barbeta, Enric, Bardi, Tommaso, Segade, Patricia Barral, Barroso, Marta, García, José Ángel Berezo, Bermejo, Jesus, Bigas, Judit, Blancas, Rafael, Cortés, María Luisa Blasco, Saera, María Bodi, Bofill, Neus, Vieiro, María Teresa Bouza, Bueno, Leticia, Bustamante-Munguira, Juan, Martínez, Cecilia del Busto, Hermoso, David Campi, Fernández, Sandra Campos, Cano, Iosune, Canseco, Joan, Fernández, Pablo Cardinal, García, Laura Carrión, Carvalho, Sulamita, Castellà, Manuel, Castellví, Andrea, Castro, Pedro, Centelles-Serrano, María José, Ávila, Ramon Cicuendez, Cillóniz, Catia, Clar, Luisa, Climent, Cristina, Codina, Jordi, Conde, Pamela, Contreras, Sofía, Parra, Raul de Frutos, Sánchez, Raul de Pablo, Mendoza, Diego De, Díaz, Yolanda, Vilas, María Digna Rivas, Moreno, Cristina Dólera, Dot, Irene, Giraudo, Pedro Enríquez, Arijón, Inés Esmorís, Monjo, Teresa Farre, Fernández, Javier, Ferrando, Carlos, Figueras, Albert, Espina, Lorena Forcelledo, Franquesa, Enric, Furro, Àngels, Gabarrus, Albert, Galbán, Cristóbal, García, Felipe, García, Beatriz, Prieto, Emilio García, Redruello, Carlos García, Sagastume, Amaia García, Castillo, Maria Luisa Gascón, Gomà, Gemma, Casal, Vanesa Gómez, Gómez, Silvia, Gonzalez, Carmen Gómez, Gordo, Federico, Gracia, Maria Pilar, Fernández, María José Gutierrez, Herraiz, Alba, Herrán-Monge, Rubén, Ibarz, Mercedes, Iglesias, Silvia, Janer, Maria Teresa, Jiménez, Gabriel, Díaz, Mar Juan, Kiarostami, Karsa, Álvarez, Juan I. Lazo, León, Miguel, López-Gavín, Alexandre, Guerrero, Desiree Macias, Herrera, Nuria Mamolar, Mendiluce, Rafael Mañez, Mantellini, Cecilia L., Naya, Gregorio Marco, Barcos, Iris Marco, Marcos, Pilar, Peis, Enrique Marmol, Cuadrado, Marta Martín, Delgado, María Cruz Martin, Vicente, Paula Martín, Martínez, María, Fernández, Carmen Eulalia Martínez, Juan, Maria Dolores Martínez, Palacios, Basilisa Martínez, Jimenez, Juan Fernando Masa, Masclans, Joan Ramon, Maseda, Emilio, Fernández, Eva María Menor, Banderas, Priscila Metora, Minguez, Olga, Miralbés, Mar, Monclou, Josman, Montejo-González, Juan Carlos, Montserrat, Neus, Aznar, María Mora, Morales, Dulce, Cano, Sara Guadalupe Moreno, Rodríguez, David Mosquera, Muñoz-Bermúdez, Rosana, Nicolás, José María, Bou, Ramon Nogue, Salinas, Rafaela Nogueras, Ocón, Marta, Ortega, Ana, Ossa, Sergio, Pagliarani, Pablo, Parrilla, Francisco, Pedregosa-Díaz, José, Bastida, Leire Pérez, Pérez, Purificación, Pérez-García, Felipe, Planelles, Gloria Pérez, Rubio, Eva Pérez, Laguna, David Pestaña, Prados, Javier, Pujol, Andrés, Coll, Núria Ramon, Sanchez-Giron, Gloria Renedo, Roche-Campo, Ferran, Rodriguez, Laura, Castro, Felipe Rodríguez de, Rodríguez, Silvia, Ruiz, Covadonga Rodríguez, Rubio, Jorge, López, Alberto Rubio, Ruiz-García, Ángela Leonor, Miralles, Miriam Ruiz, Murúa, Pablo Ryan, Paz, Eva Saborido, Degracia, Ana Salazar, Sanchez, Miguel, Sánchez, Ana, Chinesta, Susana Sancho, Santacoloma, Bitor, Sariñena, Maria Teresa, Pensado, Marta Segura, Serra, Lidia, Serra-Fortuny, Mireia, Lázaro, Ainhoa Serrano, Servià, Lluís, Soliva, Laura, Speziale, Carla, Tormos, Adrián, Torres, Mateu, Tranque-Liberal, Celia, Trefler, Sandra, Trujillano, Javier, Vaca, Rafaela, Val, Estela, Ruiz, Luis Valdivia, Vallverdú, Montserrat, Martin-Montalvo, Maria Van der Hofstadt, Adrio, Sabela Vara, Vázquez, Nil, Vengoechea, Javier, Vilà-Vilardel, Clara, Vilanova, Judit, Warrington, Tatiana Villada, Yang, Hua, Yang, Minlan, Zapatero, Ana, González, Jessica, de Batlle, Jordi, Benítez, Iván D., Torres, Gerard, Santisteve, Sally, Targa, Adriano D.S., Gort-Paniello, Clara, Moncusí-Moix, Anna, Aguilà, Maria, Seck, Fatty, Ceccato, Adrián, Ferrer, Ricard, Motos, Anna, Riera, Jordi, Fernández, Laia, Menéndez, Rosario, Lorente, José Ángel, Peñuelas, Oscar, Garcia-Gasulla, Dario, Peñasco, Yhivian, Ricart, Pilar, Abril Palomares, Elena, Aguilera, Luciano, Rodríguez, Alejandro, Boado Varela, Maria Victoria, Beteré, Belén, Pozo-Laderas, Juan Carlos, Solé-Violan, Jordi, Salvador-Adell, Inmaculada, Novo, Mariana Andrea, Barberán, José, Amaya Villar, Rosario, Garnacho-Montero, José, Gómez, José M., Blandino Ortiz, Aaron, Tamayo Lomas, Luis, Úbeda, Alejandro, Catalán-González, Mercedes, Sánchez-Miralles, Angel, Martínez Varela, Ignacio, Jorge García, Ruth Noemí, Franco, Nieves, Gumucio-Sanguino, Víctor D., Bustamante-Munguira, Elena, Valdivia, Luis Jorge, Caballero, Jesús, Gallego, Elena, Rodríguez, Covadonga, Castellanos-Ortega, Álvaro, Trenado, Josep, Marin-Corral, Judith, Albaiceta, Guillermo M., de la Torre, Maria del Carmen, Loza-Vázquez, Ana, Vidal, Pablo, Añón, Jose M., Carbajales Pérez, Cristina, Sagredo, Victor, Carbonell, Nieves, Socias, Lorenzo, Barberà, Carme, Estella, Angel, Diaz, Emili, de Gonzalo-Calvo, David, Torres, Antoni, and Barbé, Ferran

Published
2023
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17. Visual Deep Learning-Based Explanation for Neuritic Plaques Segmentation in Alzheimer’s Disease Using Weakly Annotated Whole Slide Histopathological Images

Author

Jimenez, Gabriel, Kar, Anuradha, Ounissi, Mehdi, Ingrassia, Léa, Boluda, Susana, Delatour, Benoît, Stimmer, Lev, Racoceanu, Daniel, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Wang, Linwei, editor, Dou, Qi, editor, Fletcher, P. Thomas, editor, Speidel, Stefanie, editor, and Li, Shuo, editor

Published
2022
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20. Marco de análisis individual y sectorial del impacto de los riesgos económicos y financieros

Author

Pérez Montes, Carlos, primary, Ferrer, Alejandro, additional, Álvarez Román, Laura, additional, Basso, Henrique, additional, González López, Beatriz, additional, Jiménez, Gabriel, additional, Martínez-Valero, Pedro Javier, additional, Mayordomo, Sergio, additional, Menéndez Pujadas, Álvaro, additional, Morales, Lola, additional, Pidkuyko, Myroslav, additional, and Valentín, Ángel, additional

Published
2023
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24. Study of scintillation properties and performance of CsI(Tl) detectors over time

Author

Universidade de Santiago de Compostela. Departamento de Física de Partículas, Universidade de Santiago de Compostela. Instituto Galego de Física de Altas Enerxías (IGFAE), García-Jiménez, Gabriel, Cabanelas Eiras, Pablo, González-Caamaño, David, Álvarez Pol, Héctor, Vicente-Pardal, M.A., Benlliure Anaya, José Fernando, Cederkäll, J., Cortina Gil, María Dolores, Feijoo Fontán, Martina, Graña González, Antía, Rodríguez Sánchez, José Luis, Universidade de Santiago de Compostela. Departamento de Física de Partículas, Universidade de Santiago de Compostela. Instituto Galego de Física de Altas Enerxías (IGFAE), García-Jiménez, Gabriel, Cabanelas Eiras, Pablo, González-Caamaño, David, Álvarez Pol, Héctor, Vicente-Pardal, M.A., Benlliure Anaya, José Fernando, Cederkäll, J., Cortina Gil, María Dolores, Feijoo Fontán, Martina, Graña González, Antía, and Rodríguez Sánchez, José Luis

Abstract

This work presents a systematic study of the properties (Light Output Non-Uniformity (LONU) and energy resolution) of two CsI(Tl) scintillation units over a span of almost three years, under adverse conditions of humidity and temperature. These two crystals are part of the CALIFA detector, a highly segmented calorimeter and spectrometer for rays and light-charged particles, that is placed surrounding the reaction target at Cave C, the experimental cave of the R B (Reactions with Radioactive Relativistic Beams) collaboration at the GSI-FAIR facilities in Darmstadt, Germany. The findings obtained after the experiment indicate that there was no significant impact on the performance in terms of resolution and LONU. This suggests that the employed wrapping for light collection effectively serves as an excellent barrier against humidity. As a result, the crystal is preserved in a far better condition than initially anticipated.

Published
2024

25. Assessment of the Quality of Safety Cases: A Research Preview

Author

de la Vara, Jose Luis, Jiménez, Gabriel, Mendieta, Roy, Parra, Eugenio, Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Knauss, Eric, editor, and Goedicke, Michael, editor

Published
2019
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26. Coulomb dissociation of 16O into 4He and 12C

Author

Bott Lukas Thomas, Göbel Kathrin, Heil Michael, Kelić-Heil Aleksandra, Reifarth René, Aliotta Marialuisa, Almusidi Tahani, Alvarez-Pol Hector, Atar Leyla, Atkins Liam, Aumann Thomas, Bemmerer Daniel, Benlliure José, Bertulani Carlos, Boretzky Konstanze, Brückner Benjamin, Brandenburg Leonhard, Bruni Giovanni, Cabanelas Eiras Pablo, Caesar Christoph, Casarejos Enrique, Cederkall Joakim, Chulkov Leonid, Cortina-Gil Dolores, Danilov Andrey, De Filippo Enrico, Dellmann Sophia Florence, Deuter Isabell, Dueñas Díaz José Antonio, Duer Meytal, Elekes Zoltan, Erbacher Philipp, Escribano Rodriguez Sonia, Fülöp Zsolt, Falduto Ashton, Feijoo Manuel, Fiebiger Stefan, Gašparić Igor, Galaviz Daniel, García Borge María José, García-Jiménez Gabriel, Geraci Elena, Gernhäuser Roman, Glorius Jan, Gnoffo Brunilde, González Caamaño David, Graña González Antia, Grein Alexander, Hartig AnnaLena, Heftrich Tanja, Heggen Henning, Heine Marcel, Heinz Andreas, Henrich Corinna, Hensel Thomas, Holl Matthias, Homm Ilja, Horváth Ákos, Horvat Andrea, Jedele Andrea, Jelavic Malenica Desa, Jenegger Tobias, Johansson Håkan T., Jonson Björn, Kahlbow Julian, Kalantar-Nayestanaki Nasser, Kamenyero Armel, Khasawneh Kafa, Kiselev Oleg, Klenze Philipp, Knösel Marco, Koch Karsten, Kohls Marvin, Körper Daniel, Kröll Thorsten, Krasilovskaja Sabina, Kresan Dmytro, Kurtulgil Deniz, Kurz Nikolaus, Löher Bastian, Langer Christoph, Lederer-Woods Claudia, Lehr Christopher, Litvinov Yuri A, Lorenz Enis, Martorana Nunzia Simona, Motobayashi Tohru, Murillo Morales Silvia, Nacher Enrique, Nilsson Thomas, Pagano Emanuele Vincenzo, Panin Valerii, Park Joochun, Paschalis Stefanos, Perea Angel, Petri Marina, Pirrone Sara, Plag Ralf, Ponnath Lukas, Popočovski Romana, Reich Markus, Rhee Han-Bum, Rodriguez Sanchez Jose Luis, Rossi Dominic, Russotto Paolo, Sánchez-Benítez Ángel-Miguel, Sürder Christian, Savran Deniz, Scheit Heiko, Schmidt Konrad, Schulte Hendrik, Simon Haik, Simon Johannes, Starostin Viktor, Storck-Dutine Sonja, Törnqvist Hans Toshihide, Tanaka Junki, Tengblad Olof, Thomas Benedikt, Trimarchi Marina, Typel Stefan, Varga László, Volk Klaus, Volknandt Meiko, Wagner Vadim, Wamers Felix, Weigand Mario, and Zanetti Lorenzo

Subjects
Physics, QC1-999
Abstract

We measured the Coulomb dissociation of 16O into 4He and 12C within the FAIR Phase-0 program at GSI Helmholtzzentrum für Schwerionenforschung Darmstadt, Germany. From this we will extract the photon dissociation cross section 16O(α,γ)12C, which is the time reversed reaction to 12C(α,γ)16O. With this indirect method, we aim to improve on the accuracy of the experimental data at lower energies than measured so far. The expected low cross section for the Coulomb dissociation reaction and close magnetic rigidity of beam and fragments demand a high precision measurement. Hence, new detector systems were built and radical changes to the R3B setup were necessary to cope with the high-intensity 16O beam. All tracking detectors were designed to let the unreacted 16O ions pass, while detecting the 12C and 4He.

Published
2023
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29. Identidad de género y actitudes sexistas del alumnado de Educación Infantil, Educación Primaria y Educación Social de la Universidad de Las Palmas de Gran Canaria.

Author

Morales Santana, Miriam L., Etopa Bitata, María Pilar, and Díaz Jiménez, Gabriel

Subjects
GENDER identity, MASCULINE identity, FEMININE identity, EARLY childhood education, SOCIALIZATION, SEXISM, PRIMARY education
Abstract

Copyright of Spanish Journal of Comparative Education / Revista Española de Educación Comparada is the property of Editorial UNED and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Published
2024
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36. Efficacy, Pharmacokinetics, and Toxicity Profiles of a Broad Anti-SARS-CoV-2 Neutralizing Antibody

Author

Godínez-Palma, Silvia, primary, González-González, Edith, additional, Ramírez-Villedas, Frida, additional, Garzón-Guzmán, Circe, additional, Vallejo-Castillo, Luis, additional, Carballo-Uicab, Gregorio, additional, Marcelín-Jiménez, Gabriel, additional, Batista, Dany, additional, Pérez-Tapia, Sonia M., additional, and Almagro, Juan C., additional

Published
2023
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37. Efficacy, Pharmacokinetic and Toxicity Profiles of a Broadly SARS-CoV2 Neutralizing Antibody

Author

Godínez-Palma, Silvia, primary, González-González, Edith, additional, Ramírez-Villedas, Frida, additional, Garzón-Guzmán, Circe, additional, Vallejo-Castillo, Luis, additional, Carballo-Uicab, Gregorio, additional, Marcelín-Jiménez, Gabriel, additional, Batista, Dany, additional, Pérez-Tapia, Sonia M., additional, and Almagro, Juan C., additional

Published
2023
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40. Individual and sectoral analysis framework for the impact of economic and financial risks

Author

Pérez Montes, Carlos, Ferrer, Alejandro, Jiménez, Gabriel, Álvarez Román, Laura, Basso, Henrique S., González López, Beatriz, Mayordomo, Sergio, Menéndez Pujadas, Álvaro, Pidkuyko, Myroslav, Morales López, María Dolores, Martínez-Valero, Pedro Javier, Valentín, Ángel, Pérez Montes, Carlos, Ferrer, Alejandro, Jiménez, Gabriel, Álvarez Román, Laura, Basso, Henrique S., González López, Beatriz, Mayordomo, Sergio, Menéndez Pujadas, Álvaro, Pidkuyko, Myroslav, Morales López, María Dolores, Martínez-Valero, Pedro Javier, and Valentín, Ángel

Abstract

El Banco de España utiliza distintos modelos de carácter microeconómico, mayoritariamente de naturaleza empírica, para sustentar su toma de decisiones en relación con el análisis de los riesgos económicos y financieros y del asesoramiento de la política económica. Esta familia de modelos, que complementan a los de corte macroeconómico, busca identificar el impacto potencialmente heterogéneo sobre distintos grupos de agentes de determinados escenarios económico-financieros o de políticas públicas. Este análisis se extiende a múltiples áreas: estudio del comportamiento de hogares y empresas no financieras, calificación crediticia interna de empresas, estudio de la demanda y oferta de crédito bancario, realización de pruebas de resistencia bancarias top-down, proceso de revisión y evaluación supervisora (PRES) y estudio de los intermediarios financieros no bancarios. El documento muestra la aplicación de estos modelos en el análisis de dos eventos de crisis recientes: los inicios de la pandemia de COVID-19 y de la invasión rusa de Ucrania, ilustrando su utilidad práctica y la necesidad de un desarrollo y adaptación continua de los mismos., The Banco de España uses various microeconomic models, mostly of an empirical nature, to support its decision-making in relation to the analysis of economic and financial risks and economic policy advice. These models, which complement those of a macroeconomic nature, seeks to identify the potentially heterogeneous impact on different groups of agents of certain economic, financial or public policy scenarios. This analysis covers many areas, including the study of the behaviour of households and non-financial corporations, the internal credit rating of companies, the study of the demand for and supply of bank credit, top-down bank stress tests, supervisory review and evaluation processes (SREP) and the study of non-bank financial intermediaries. This paper shows how these models have been applied to analyse two recent crisis events, the onset of the COVID-19 pandemic and the Russian invasion of Ukraine, illustrating their practical utility and the need for their development and continuous adaptation.

Published
2023

41. Marco de análisis individual y sectorial del impacto de los riesgos económicos y financieros

Author

Pérez Montes, Carlos, Ferrer, Alejandro, Álvarez Román, Laura, Basso, Henrique S., González, Beatriz, Jiménez, Gabriel, Martínez-Valero, Pedro Javier, Mayordomo, Sergio, Menéndez Pujadas, Álvaro, Morales López, María Dolores, Pidkuyko, Myroslav, Valentín, Ángel, Pérez Montes, Carlos, Ferrer, Alejandro, Álvarez Román, Laura, Basso, Henrique S., González, Beatriz, Jiménez, Gabriel, Martínez-Valero, Pedro Javier, Mayordomo, Sergio, Menéndez Pujadas, Álvaro, Morales López, María Dolores, Pidkuyko, Myroslav, and Valentín, Ángel

Abstract

The Banco de España uses various microeconomic models, mostly of an empirical nature, to support its decision-making in relation to the analysis of economic and financial risks and economic policy advice. These models, which complement those of a macroeconomic nature, seeks to identify the potentially heterogeneous impact on different groups of agents of certain economic, financial or public policy scenarios. This analysis covers many areas, including the study of the behaviour of households and non-financial corporations, the internal credit rating of companies, the study of the demand for and supply of bank credit, top-down bank stress tests, supervisory review and evaluation processes (SREP) and the study of non-bank financial intermediaries. This paper shows how these models have been applied to analyse two recent crisis events, the onset of the COVID-19 pandemic and the Russian invasion of Ukraine, illustrating their practical utility and the need for their development and continuous adaptation., El Banco de España utiliza distintos modelos de carácter microeconómico, mayoritariamente de naturaleza empírica, para sustentar su toma de decisiones en relación con el análisis de los riesgos económicos y financieros y del asesoramiento de la política económica. Esta familia de modelos, que complementan a los de corte macroeconómico, busca identificar el impacto potencialmente heterogéneo sobre distintos grupos de agentes de determinados escenarios económico-financieros o de políticas públicas. Este análisis se extiende a múltiples áreas: estudio del comportamiento de hogares y empresas no financieras, calificación crediticia interna de empresas, estudio de la demanda y oferta de crédito bancario, realización de pruebas de resistencia bancarias top-down, proceso de revisión y evaluación supervisora (PRES) y estudio de los intermediarios financieros no bancarios. El documento muestra la aplicación de estos modelos en el análisis de dos eventos de crisis recientes: los inicios de la pandemia de COVID-19 y de la invasión rusa de Ucrania, ilustrando su utilidad práctica y la necesidad de un desarrollo y adaptación continua de los mismos.

Published
2023

43. Remdesivir and survival outcomes in critically ill patients with COVID-19: A multicentre observational cohort study

Author

Cillóniz, Catia, primary, Motos, Anna, additional, Castañeda, Tatiana, additional, Gabarrús, Albert, additional, Barbé, Ferran, additional, Torres, Antoni, additional, Gumucio-Sanguino, Víctor D., additional, Mañez, Rafael, additional, Solé-Violan, Jordi, additional, de Castro, Felipe Rodríguez, additional, Suarez-Sipmann, Fernando, additional, García, Ruth Noemí Jorge, additional, Aznar, María Mora, additional, Torres, Mateu, additional, Martinez, María, additional, Alegre, Cynthia, additional, Riera, Jordi, additional, Contreras, Sofía, additional, Pericas, Juan Manuel, additional, Ferrer, Ricard, additional, Caballero, Jesús, additional, Trujillano, Javier, additional, Vallverdú, Montse, additional, León, Miguel, additional, Badía, Mariona, additional, Balsera, Begoña, additional, Servià, Lluís, additional, Vilanova, Judit, additional, Rodríguez, Silvia, additional, Montserrat, Neus, additional, Iglesias, Silvia, additional, Prados, Javier, additional, Carvalho, Sula, additional, Miralbés, Mar, additional, Monclou, Josman, additional, Jiménez, Gabriel, additional, Codina, Jordi, additional, Val, Estela, additional, Pagliarani, Pablo, additional, Rubio, Jorge, additional, Morales, Dulce, additional, Pujol, Andrés, additional, Furro, Àngels, additional, García, Beatriz, additional, Torres, Gerard, additional, Vengoechea, Javier, additional, Gonzalo-Calvo, David de, additional, González, Jessica, additional, Gomez, Silvia, additional, Gómez, José M., additional, Franco, Nieves, additional, Barberán, José, additional, Albaiceta, Guillermo M, additional, Espina, Lorena Forcelledo, additional, Prieto, Emilio García, additional, Vicente, Paula Martín, additional, del Busto Martínez, Cecilia, additional, Vidal-Cortés, Pablo, additional, Garmendia, José Luis García, additional, Cabello, María Aguilar, additional, Fernández, Carmen Eulalia Martínez, additional, Carbonell, Nieves, additional, Cortés, María Luisa Blasco, additional, Lázaro, Ainhoa Serrano, additional, Díaz, Mar Juan, additional, Ortiz, Aaron Blandino, additional, Menendez, Rosario, additional, Valdivia, Luis Jorge, additional, Boado, María Victoria, additional, Chinesta, Susana Sancho, additional, del Carmen de la Torre, Maria, additional, Varela, Ignacio Martínez, additional, Vieiro, María Teresa Bouza, additional, Arijón, Inés Esmorís, additional, Hermoso, David Campi, additional, Salinas, Rafaela Nogueras, additional, Monjo, Teresa Farre, additional, Bou, Ramon Nogue, additional, Naya, Gregorio Marco, additional, Barberà, Carme, additional, Coll, Núria Ramon, additional, Catalán-González, Mercedes, additional, Montejo-González, Juan Carlos, additional, Sanchez-Giron, Gloria Renedo, additional, Bustamante-Munguira, Juan, additional, Bustamante-Munguira, Elena, additional, Avila, Ramon Cicuendez, additional, Herrera, Nuria Mamolar, additional, Almansa, Raquel, additional, Ortega, Alicia, additional, Bermejo-Martin, Jesús, additional, Sagredo, Víctor, additional, Añon, Jose, additional, Agrifoglio, Alexander, additional, Cachafeiro, Lucia, additional, Maseda, Emilio, additional, Socias, Lorenzo, additional, Novo, Mariana Andrea, additional, Figueras, Albert, additional, Janer, Maria Teresa, additional, Soliva, Laura, additional, Ocón, Marta, additional, Clar, Luisa, additional, Ayestarán, J Ignacio, additional, Peñasco, Yhivian, additional, Fernández, Sandra Campos, additional, Serra-Fortuny, Mireia, additional, Forcadell-Ferreres, Eva, additional, Salvador-Adell, Immaculada, additional, Bofill, Neus, additional, Adell-Serrano, Berta, additional, Díaz, Josep Pedregosa, additional, Casacuberta-Barberà, Núria, additional, Urrelo-Cerrón, Luis, additional, Piñol-Tena, Àngels, additional, Roche-Campo, Ferran, additional, de la Gándara, Amalia Martínez, additional, Murúa, Pablo Ryan, additional, Ruíz, Covadonga Rodríguez, additional, García, Laura Carrión, additional, Álvarez, Juan I Lazo, additional, Lorente, José Ángel, additional, Loza-Vázquez, Ana, additional, Guerrero, Desire Macias, additional, Huerta, Arturo, additional, Tognetti, Daniel, additional, Redruello, Carlos García, additional, Rodríguez, David Mosquera, additional, Fernández, Eva María Menor, additional, Adrio, Sabela Vara, additional, Casal, Vanesa Gómez, additional, Pensado, Marta Segura, additional, Vilas, María Digna Rivas, additional, Sagastume, Amaia García, additional, de Pablo Sánchez, Raul, additional, Laguna, David Pestaña, additional, Bardi, Tommaso, additional, Villar, Rosario Amaya, additional, Gonzalez, Carmen Gómez, additional, Castillo, Maria Luisa Gascón, additional, Garnacho-Montero, José, additional, Cantón-Bulnes, María Luisa, additional, Marin-Corral, Judith, additional, Pérez, Cristina Carbajales, additional, Masclans, Joan Ramon, additional, Degracia, Ana Salazar, additional, Bigas, Judit, additional, Muñoz-Bermúdez, Rosana, additional, Vilà-Vilardel, Clara, additional, Parrilla, Francisco, additional, Dot, Irene, additional, Zapatero, Ana, additional, Díaz, Yolanda, additional, Gracia, María Pilar, additional, Pérez, Purificación, additional, Castellví, Andrea, additional, Climent, Cristina, additional, Serra, Lidia, additional, Barbena, Laura, additional, Cano, Iosune, additional, Ricart, Pilar, additional, Herraiz, Alba, additional, Marcos, Pilar, additional, Rodríguez, Laura, additional, Sariñena, Maria Teresa, additional, Sánchez, Ana, additional, Úbeda, Alejandro, additional, Delgado, María Cruz Martin, additional, Gallego, Elena, additional, Jimenez, Juan Fernando Masa, additional, Gomà, Gemma, additional, Díaz, Emi, additional, Ibarz, Mercedes, additional, De Mendoza, Diego, additional, Barbeta, Enric, additional, Alcaraz-Serrano, Victoria, additional, Badia, Joan Ramon, additional, Castella, Manuel, additional, Bueno, Leticia, additional, Ceccato, Adrian, additional, Palomeque, Andrea, additional, Barat, Laia Fernandez, additional, Cillóniz, Catia, additional, Conde, Pamela, additional, Fernández, Javier, additional, Gabarrus, Albert, additional, Kiarostami, Karsa, additional, López-Gavín, Alexandre, additional, Mantellini, Cecilia L, additional, Speziale, Carla, additional, Vázquez, Nil, additional, Yang, Hua, additional, Yang, Minlan, additional, Ferrando, Carlos, additional, Castro, Pedro, additional, Arrieta, Marta, additional, Nicolas, Jose Maria, additional, Andrea, Rut, additional, Barroso, Marta, additional, Pérez, Raquel, additional, Álvarez, Sergio, additional, Garcia-Gasulla, Dario, additional, Tormos, Adrián, additional, Lomas, Luis Tamayo, additional, Aldecoa, Cesar, additional, Herrán-Monge, Rubén, additional, García, José Ángel Berezo, additional, Giraudo, Pedro Enríquez, additional, Fernández, Pablo Cardinal, additional, López, Alberto Rubio, additional, Pravia, Orville Báez, additional, Messa, Juan López, additional, Bastida, Leire Pérez, additional, Ruiz, Antonjo Alvarez, additional, Trenado, José, additional, Pous, Anna Parera, additional, Galbán, Cristóbal, additional, Lago, Ana López, additional, Paz, Eva Saborido, additional, Segade, Patricia Barral, additional, Mariño, Ana Balan, additional, Mendez, Manuel Valledor, additional, de Frutos, Raúl, additional, Aguilera, Luciano, additional, Pérez-García, Felipe, additional, López-Ramos, Esther, additional, Ruiz-García, Ángela Leonor, additional, Beteré, Belén, additional, Blancas, Rafael, additional, Dólera, Cristina, additional, Planelles, Gloria Perez, additional, Peis, Enrique Marmol, additional, Juan, Maria Dolores Martinez, additional, Miralles, Miriam Ruiz, additional, Rubio, Eva Perez, additional, Martin-Montalvo, Maria Van der Hofstadt, additional, Sánchez-Miralles, Ángel, additional, Warrington, Tatiana Villada, additional, Pozo-Laderas, Juan Carlos, additional, Estrella, Angel, additional, Cano, Sara Guadalupe Moreno, additional, Gordo, Federico, additional, Palacios, Basilisa Martinez, additional, Nieto, Maite, additional, Nieto, Maria Teresa, additional, Ossa, Sergio, additional, Ortega, Ana, additional, Sanchez, Miguel, additional, and Santacoloma, Bitor, additional

Published
2023
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46. Coulomb dissociation of $^{16}O$ into $^{4}He$ and $^{12}C$

Author

Bott, Lukas Thomas, Göbel, Kathrin, Heil, Michael, Kelić-Heil, Aleksandra, Reifarth, René, Aliotta, Marialuisa, Almusidi, Tahani, Alvarez-Pol, Hector, Atar, Leyla, Atkins, Liam, Aumann, Thomas, Bemmerer, Daniel, Benlliure, José, Bertulani, Carlos, Boretzky, Konstanze, Brückner, Benjamin, Brandenburg, Leonhard, Bruni, Giovanni, Cabanelas Eiras, Pablo, Caesar, Christoph, Casarejos, Enrique, Cederkall, Joakim, Chulkov, Leonid, Cortina-Gil, Dolores, Danilov, Andrey, De Filippo, Enrico, Dellmann, Sophia Florence, Deuter, Isabell, Dueñas Díaz, José Antonio, Duer, Meytal, Elekes, Zoltan, Erbacher, Philipp, Escribano Rodriguez, Sonia, Fülöp, Zsolt, Falduto, Ashton, Feijoo, Manuel, Fiebiger, Stefan, Gašparić, Igor, Galaviz, Daniel, García Borge, María José, García-Jiménez, Gabriel, Geraci, Elena, Gernhäuser, Roman, Glorius, Jan, Gnoffo, Brunilde, González Caamaño, David, Graña González, Antia, Grein, Alexander, Hartig, AnnaLena, Heftrich, Tanja, Heggen, Henning, Heine, Marcel, Heinz, Andreas, Henrich, Corinna, Hensel, Thomas, Holl, Matthias, Homm, Ilja, Horváth, Ákos, Horvat, Andrea, Jedele, Andrea, Jelavic Malenica, Desa, Jenegger, Tobias, Johansson, Håkan T., Jonson, Björn, Kahlbow, Julian, Kalantar-Nayestanaki, Nasser, Kamenyero, Armel, Khasawneh, Kafa, Kiselev, Oleg, Klenze, Philipp, Knösel, Marco, Koch, Karsten, Kohls, Marvin, Körper, Daniel, Kröll, Thorsten, Krasilovskaja, Sabina, Kresan, Dmytro, Kurtulgil, Deniz, Kurz, Nikolaus, Löher, Bastian, Langer, Christoph, Lederer-Woods, Claudia, Lehr, Christopher, Litvinov, Yuri A, Lorenz, Enis, Martorana, Nunzia Simona, Motobayashi, Tohru, Murillo Morales, Silvia, Nacher, Enrique, Nilsson, Thomas, Pagano, Emanuele Vincenzo, Panin, Valerii, Park, Joochun, Paschalis, Stefanos, Perea, Angel, Petri, Marina, Pirrone, Sara, Plag, Ralf, Ponnath, Lukas, Popočovski, Romana, Reich, Markus, Rhee, Han-Bum, Rodriguez Sanchez, Jose Luis, Rossi, Dominic, Russotto, Paolo, Sánchez-Benítez, Ángel-Miguel, Sürder, Christian, Savran, Deniz, Scheit, Heiko, Schmidt, Konrad, Schulte, Hendrik, Simon, Haik, Simon, Johannes, Starostin, Viktor, Storck-Dutine, Sonja, Törnqvist, Hans Toshihide, Tanaka, Junki, Tengblad, Olof, Thomas, Benedikt, Trimarchi, Marina, Typel, Stefan, Varga, László, Volk, Klaus, Volknandt, Meiko, Wagner, Vadim, Wamers, Felix, Weigand, Mario, and Zanetti, Lorenzo

Abstract

10th Conference on Nuclear Physics in Astrophysics, NPA-X 2022, Geneva, Switzerland, 5 Sep 2022 - 9 Sep 2022; The European physical journal / Web of Conferences 279, 04003 (2023). doi:10.1051/epjconf/202327904003, Published by EDP Sciences, Les Ulis

Published
2023
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48. Key Factors Associated With Pulmonary Sequelae in the Follow-Up of Critically Ill COVID-19 Patients

Author

González, Jessica, primary, de Batlle, Jordi, additional, Benítez, Iván D., additional, Torres, Gerard, additional, Santisteve, Sally, additional, Targa, Adriano D.S., additional, Gort-Paniello, Clara, additional, Moncusí-Moix, Anna, additional, Aguilà, Maria, additional, Seck, Fatty, additional, Ceccato, Adrián, additional, Ferrer, Ricard, additional, Motos, Anna, additional, Riera, Jordi, additional, Fernández, Laia, additional, Menéndez, Rosario, additional, Lorente, José Ángel, additional, Peñuelas, Oscar, additional, Garcia-Gasulla, Dario, additional, Peñasco, Yhivian, additional, Ricart, Pilar, additional, Abril Palomares, Elena, additional, Aguilera, Luciano, additional, Rodríguez, Alejandro, additional, Boado Varela, Maria Victoria, additional, Beteré, Belén, additional, Pozo-Laderas, Juan Carlos, additional, Solé-Violan, Jordi, additional, Salvador-Adell, Inmaculada, additional, Novo, Mariana Andrea, additional, Barberán, José, additional, Amaya Villar, Rosario, additional, Garnacho-Montero, José, additional, Gómez, José M., additional, Blandino Ortiz, Aaron, additional, Tamayo Lomas, Luis, additional, Úbeda, Alejandro, additional, Catalán-González, Mercedes, additional, Sánchez-Miralles, Angel, additional, Martínez Varela, Ignacio, additional, Jorge García, Ruth Noemí, additional, Franco, Nieves, additional, Gumucio-Sanguino, Víctor D., additional, Bustamante-Munguira, Elena, additional, Valdivia, Luis Jorge, additional, Caballero, Jesús, additional, Gallego, Elena, additional, Rodríguez, Covadonga, additional, Castellanos-Ortega, Álvaro, additional, Trenado, Josep, additional, Marin-Corral, Judith, additional, Albaiceta, Guillermo M., additional, de la Torre, Maria del Carmen, additional, Loza-Vázquez, Ana, additional, Vidal, Pablo, additional, Añón, Jose M., additional, Carbajales Pérez, Cristina, additional, Sagredo, Victor, additional, Carbonell, Nieves, additional, Socias, Lorenzo, additional, Barberà, Carme, additional, Estella, Angel, additional, Diaz, Emili, additional, de Gonzalo-Calvo, David, additional, Torres, Antoni, additional, Barbé, Ferran, additional, Cabello, María Aguilar, additional, Alcaraz-Serrano, Victoria, additional, Aldecoa, Cesar, additional, Alegre, Cynthia, additional, Calderón, Ángela Algaba, additional, Álvarez, Sergio, additional, Ruiz, Antonio Álvarez, additional, Andrea, Ruth, additional, Aparicio, Maria de Alba, additional, Arrieta, Marta, additional, Ayestarán, J. Ignacio, additional, Badia, Joan Ramon, additional, Badía, Mariona, additional, Pravia, Orville Báez, additional, Mariño, Ana Balan, additional, Balsera, Begoña, additional, Barbena, Laura, additional, Barbeta, Enric, additional, Bardi, Tommaso, additional, Segade, Patricia Barral, additional, Barroso, Marta, additional, García, José Ángel Berezo, additional, Bermejo, Jesus, additional, Bigas, Judit, additional, Blancas, Rafael, additional, Cortés, María Luisa Blasco, additional, Saera, María Bodi, additional, Bofill, Neus, additional, Vieiro, María Teresa Bouza, additional, Bueno, Leticia, additional, Bustamante-Munguira, Juan, additional, Martínez, Cecilia del Busto, additional, Hermoso, David Campi, additional, Fernández, Sandra Campos, additional, Cano, Iosune, additional, Canseco, Joan, additional, Fernández, Pablo Cardinal, additional, García, Laura Carrión, additional, Carvalho, Sulamita, additional, Castellà, Manuel, additional, Castellví, Andrea, additional, Castro, Pedro, additional, Centelles-Serrano, María José, additional, Ávila, Ramon Cicuendez, additional, Cillóniz, Catia, additional, Clar, Luisa, additional, Climent, Cristina, additional, Codina, Jordi, additional, Conde, Pamela, additional, Contreras, Sofía, additional, Parra, Raul de Frutos, additional, Sánchez, Raul de Pablo, additional, Mendoza, Diego De, additional, Díaz, Yolanda, additional, Vilas, María Digna Rivas, additional, Moreno, Cristina Dólera, additional, Dot, Irene, additional, Giraudo, Pedro Enríquez, additional, Arijón, Inés Esmorís, additional, Monjo, Teresa Farre, additional, Fernández, Javier, additional, Ferrando, Carlos, additional, Figueras, Albert, additional, Espina, Lorena Forcelledo, additional, Franquesa, Enric, additional, Furro, Àngels, additional, Gabarrus, Albert, additional, Galbán, Cristóbal, additional, García, Felipe, additional, García, Beatriz, additional, Prieto, Emilio García, additional, Redruello, Carlos García, additional, Sagastume, Amaia García, additional, Castillo, Maria Luisa Gascón, additional, Gomà, Gemma, additional, Casal, Vanesa Gómez, additional, Gómez, Silvia, additional, Gonzalez, Carmen Gómez, additional, Gordo, Federico, additional, Gracia, Maria Pilar, additional, Fernández, María José Gutierrez, additional, Herraiz, Alba, additional, Herrán-Monge, Rubén, additional, Ibarz, Mercedes, additional, Iglesias, Silvia, additional, Janer, Maria Teresa, additional, Jiménez, Gabriel, additional, Díaz, Mar Juan, additional, Kiarostami, Karsa, additional, Álvarez, Juan I. Lazo, additional, León, Miguel, additional, López-Gavín, Alexandre, additional, Guerrero, Desiree Macias, additional, Herrera, Nuria Mamolar, additional, Mendiluce, Rafael Mañez, additional, Mantellini, Cecilia L., additional, Naya, Gregorio Marco, additional, Barcos, Iris Marco, additional, Marcos, Pilar, additional, Peis, Enrique Marmol, additional, Cuadrado, Marta Martín, additional, Delgado, María Cruz Martin, additional, Vicente, Paula Martín, additional, Martínez, María, additional, Fernández, Carmen Eulalia Martínez, additional, Juan, Maria Dolores Martínez, additional, Palacios, Basilisa Martínez, additional, Jimenez, Juan Fernando Masa, additional, Masclans, Joan Ramon, additional, Maseda, Emilio, additional, Fernández, Eva María Menor, additional, Banderas, Priscila Metora, additional, Minguez, Olga, additional, Miralbés, Mar, additional, Monclou, Josman, additional, Montejo-González, Juan Carlos, additional, Montserrat, Neus, additional, Aznar, María Mora, additional, Morales, Dulce, additional, Cano, Sara Guadalupe Moreno, additional, Rodríguez, David Mosquera, additional, Muñoz-Bermúdez, Rosana, additional, Nicolás, José María, additional, Bou, Ramon Nogue, additional, Salinas, Rafaela Nogueras, additional, Ocón, Marta, additional, Ortega, Ana, additional, Ossa, Sergio, additional, Pagliarani, Pablo, additional, Parrilla, Francisco, additional, Pedregosa-Díaz, José, additional, Bastida, Leire Pérez, additional, Pérez, Purificación, additional, Pérez-García, Felipe, additional, Planelles, Gloria Pérez, additional, Rubio, Eva Pérez, additional, Laguna, David Pestaña, additional, Prados, Javier, additional, Pujol, Andrés, additional, Coll, Núria Ramon, additional, Sanchez-Giron, Gloria Renedo, additional, Roche-Campo, Ferran, additional, Rodriguez, Laura, additional, Castro, Felipe Rodríguez de, additional, Rodríguez, Silvia, additional, Ruiz, Covadonga Rodríguez, additional, Rubio, Jorge, additional, López, Alberto Rubio, additional, Ruiz-García, Ángela Leonor, additional, Miralles, Miriam Ruiz, additional, Murúa, Pablo Ryan, additional, Paz, Eva Saborido, additional, Degracia, Ana Salazar, additional, Sanchez, Miguel, additional, Sánchez, Ana, additional, Chinesta, Susana Sancho, additional, Santacoloma, Bitor, additional, Sariñena, Maria Teresa, additional, Pensado, Marta Segura, additional, Serra, Lidia, additional, Serra-Fortuny, Mireia, additional, Lázaro, Ainhoa Serrano, additional, Servià, Lluís, additional, Soliva, Laura, additional, Speziale, Carla, additional, Tormos, Adrián, additional, Torres, Mateu, additional, Tranque-Liberal, Celia, additional, Trefler, Sandra, additional, Trujillano, Javier, additional, Vaca, Rafaela, additional, Val, Estela, additional, Ruiz, Luis Valdivia, additional, Vallverdú, Montserrat, additional, Martin-Montalvo, Maria Van der Hofstadt, additional, Adrio, Sabela Vara, additional, Vázquez, Nil, additional, Vengoechea, Javier, additional, Vilà-Vilardel, Clara, additional, Vilanova, Judit, additional, Warrington, Tatiana Villada, additional, Yang, Hua, additional, Yang, Minlan, additional, and Zapatero, Ana, additional

Published
2023
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50. Remdesivir and survival outcomes in critically ill patients with COVID-19: A multicentre observational cohort study

Author

Gumucio-Sanguino, Víctor D., Mañez, Rafael, Solé-Violan, Jordi, de Castro, Felipe Rodríguez, Suarez-Sipmann, Fernando, García, Ruth Noemí Jorge, Aznar, María Mora, Torres, Mateu, Martinez, María, Alegre, Cynthia, Riera, Jordi, Contreras, Sofía, Pericas, Juan Manuel, Ferrer, Ricard, Caballero, Jesús, Trujillano, Javier, Vallverdú, Montse, León, Miguel, Badía, Mariona, Balsera, Begoña, Servià, Lluís, Vilanova, Judit, Rodríguez, Silvia, Montserrat, Neus, Iglesias, Silvia, Prados, Javier, Carvalho, Sula, Miralbés, Mar, Monclou, Josman, Jiménez, Gabriel, Codina, Jordi, Val, Estela, Pagliarani, Pablo, Rubio, Jorge, Morales, Dulce, Pujol, Andrés, Furro, Àngels, García, Beatriz, Torres, Gerard, Vengoechea, Javier, Gonzalo-Calvo, David de, González, Jessica, Gomez, Silvia, Gómez, José M., Franco, Nieves, Barberán, José, Albaiceta, Guillermo M, Espina, Lorena Forcelledo, Prieto, Emilio García, Vicente, Paula Martín, del Busto Martínez, Cecilia, Vidal-Cortés, Pablo, Garmendia, José Luis García, Cabello, María Aguilar, Fernández, Carmen Eulalia Martínez, Carbonell, Nieves, Cortés, María Luisa Blasco, Lázaro, Ainhoa Serrano, Díaz, Mar Juan, Ortiz, Aaron Blandino, Menendez, Rosario, Valdivia, Luis Jorge, Boado, María Victoria, Chinesta, Susana Sancho, del Carmen de la Torre, Maria, Varela, Ignacio Martínez, Vieiro, María Teresa Bouza, Arijón, Inés Esmorís, Hermoso, David Campi, Salinas, Rafaela Nogueras, Monjo, Teresa Farre, Bou, Ramon Nogue, Naya, Gregorio Marco, Barberà, Carme, Coll, Núria Ramon, Catalán-González, Mercedes, Montejo-González, Juan Carlos, Sanchez-Giron, Gloria Renedo, Bustamante-Munguira, Juan, Bustamante-Munguira, Elena, Avila, Ramon Cicuendez, Herrera, Nuria Mamolar, Almansa, Raquel, Ortega, Alicia, Bermejo-Martin, Jesús, Sagredo, Víctor, Añon, Jose, Agrifoglio, Alexander, Cachafeiro, Lucia, Maseda, Emilio, Socias, Lorenzo, Novo, Mariana Andrea, Figueras, Albert, Janer, Maria Teresa, Soliva, Laura, Ocón, Marta, Clar, Luisa, Ayestarán, J Ignacio, Peñasco, Yhivian, Fernández, Sandra Campos, Serra-Fortuny, Mireia, Forcadell-Ferreres, Eva, Salvador-Adell, Immaculada, Bofill, Neus, Adell-Serrano, Berta, Díaz, Josep Pedregosa, Casacuberta-Barberà, Núria, Urrelo-Cerrón, Luis, Piñol-Tena, Àngels, Roche-Campo, Ferran, de la Gándara, Amalia Martínez, Murúa, Pablo Ryan, Ruíz, Covadonga Rodríguez, García, Laura Carrión, Álvarez, Juan I Lazo, Lorente, José Ángel, Loza-Vázquez, Ana, Guerrero, Desire Macias, Huerta, Arturo, Tognetti, Daniel, Redruello, Carlos García, Rodríguez, David Mosquera, Fernández, Eva María Menor, Adrio, Sabela Vara, Casal, Vanesa Gómez, Pensado, Marta Segura, Vilas, María Digna Rivas, Sagastume, Amaia García, de Pablo Sánchez, Raul, Laguna, David Pestaña, Bardi, Tommaso, Villar, Rosario Amaya, Gonzalez, Carmen Gómez, Castillo, Maria Luisa Gascón, Garnacho-Montero, José, Cantón-Bulnes, María Luisa, Marin-Corral, Judith, Pérez, Cristina Carbajales, Masclans, Joan Ramon, Degracia, Ana Salazar, Bigas, Judit, Muñoz-Bermúdez, Rosana, Vilà-Vilardel, Clara, Parrilla, Francisco, Dot, Irene, Zapatero, Ana, Díaz, Yolanda, Gracia, María Pilar, Pérez, Purificación, Castellví, Andrea, Climent, Cristina, Serra, Lidia, Barbena, Laura, Cano, Iosune, Ricart, Pilar, Herraiz, Alba, Marcos, Pilar, Rodríguez, Laura, Sariñena, Maria Teresa, Sánchez, Ana, Úbeda, Alejandro, Delgado, María Cruz Martin, Gallego, Elena, Jimenez, Juan Fernando Masa, Gomà, Gemma, Díaz, Emi, Ibarz, Mercedes, De Mendoza, Diego, Barbeta, Enric, Alcaraz-Serrano, Victoria, Badia, Joan Ramon, Castella, Manuel, Bueno, Leticia, Ceccato, Adrian, Palomeque, Andrea, Barat, Laia Fernandez, Cillóniz, Catia, Conde, Pamela, Fernández, Javier, Gabarrus, Albert, Kiarostami, Karsa, López-Gavín, Alexandre, Mantellini, Cecilia L, Speziale, Carla, Vázquez, Nil, Yang, Hua, Yang, Minlan, Ferrando, Carlos, Castro, Pedro, Arrieta, Marta, Nicolas, Jose Maria, Andrea, Rut, Barroso, Marta, Pérez, Raquel, Álvarez, Sergio, Garcia-Gasulla, Dario, Tormos, Adrián, Lomas, Luis Tamayo, Aldecoa, Cesar, Herrán-Monge, Rubén, García, José Ángel Berezo, Giraudo, Pedro Enríquez, Fernández, Pablo Cardinal, López, Alberto Rubio, Pravia, Orville Báez, Messa, Juan López, Bastida, Leire Pérez, Ruiz, Antonjo Alvarez, Trenado, José, Pous, Anna Parera, Galbán, Cristóbal, Lago, Ana López, Paz, Eva Saborido, Segade, Patricia Barral, Mariño, Ana Balan, Mendez, Manuel Valledor, de Frutos, Raúl, Aguilera, Luciano, Pérez-García, Felipe, López-Ramos, Esther, Ruiz-García, Ángela Leonor, Beteré, Belén, Blancas, Rafael, Dólera, Cristina, Planelles, Gloria Perez, Peis, Enrique Marmol, Juan, Maria Dolores Martinez, Miralles, Miriam Ruiz, Rubio, Eva Perez, Martin-Montalvo, Maria Van der Hofstadt, Sánchez-Miralles, Ángel, Warrington, Tatiana Villada, Pozo-Laderas, Juan Carlos, Estrella, Angel, Cano, Sara Guadalupe Moreno, Gordo, Federico, Palacios, Basilisa Martinez, Nieto, Maite, Nieto, Maria Teresa, Ossa, Sergio, Ortega, Ana, Sanchez, Miguel, Santacoloma, Bitor, Motos, Anna, Castañeda, Tatiana, Gabarrús, Albert, Barbé, Ferran, and Torres, Antoni

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2023
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