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Factors Predictive of Success in Uncontrolled Donation After Circulatory Death in the Community of Madrid: An Analysis of Data From the Regional Registry of Donation and Transplantation (CORE Registry).
Transplant Proc
December 2024
Faculty of Medicine, Autonoma of Madrid University, Madrid, Spain.
Unlabelled: Unfortunately, organ donation remains a challenge today. In Spain, uncontrolled Donation after Circulatory Death was introduced in cardiorespiratory arrests witnessed by out-of-hospital emergency services (OHES) to increase the number of donors. However, the selection of donor patients remains a challenge today.
View Article and Find Full Text PDFClinical study on the predictive utility of high flow CPAP in weaning from prolonged mechanical ventilation in critical paediatric surgery patients.
Rev Esp Anestesiol Reanim (Engl Ed)
December 2024
Servicio de Anestesiología y Reanimación, Hospital Universitario La Paz, Madrid, Spain.
Introduction And Objectives: Weaning paediatric patients from mechanical ventilation (MV) often results in extubation failure (EF) (14%-22%) and 2% of patients will require tracheostomy (2%).
Methods: We performed an observational study in 115 critically ill patients in whom a novel high-flow CPAP (CPAP-ANRI) system was connected to the tracheal tube during ventilation (CPAP + TI). After extubation, the same system was connected to various interfaces.
FedPD: Defending federated prototype learning against backdoor attacks.
Neural Netw
December 2024
College of Mechanical and Information Engineering, Putian, 351100, China. Electronic address:
Federated Learning (FL) is an efficient, distributed machine learning paradigm that enables multiple clients to jointly train high-performance deep learning models while maintaining training data locally. However, due to its distributed computing nature, malicious clients can manipulate the prediction of the trained model through backdoor attacks. Existing defense methods require significant computational and communication overhead during the training or testing phases, limiting their practicality in resource-constrained scenarios and being unsuitable for the Non-IID data distribution typical in general FL scenarios.
View Article and Find Full Text PDFDistinct amino acid substitutions in the EEV glycoprotein and DNA-dependent RNA polymerase of lumpy skin disease virus identified in wetland areas of Bangladesh.
Res Vet Sci
December 2024
Department of Microbiology and Hygiene, Bangladesh Agricultural University, Mymensingh 2202, Bangladesh. Electronic address:
The recent outbreak of lumpy skin disease virus (LSDV) in the wetland areas of Bangladesh presents a significant concern for both animal health and regional biosecurity. Epidemiological investigations into nine major outbreaks in the wetland areas revealed distinctive clinical symptoms in affected cattle, including elevated body temperature, excessive salivation, and the presence of skin nodules. Histopathological examination unveiled larger nodules compared to previous outbreaks, along with signs of secondary infection.
View Article and Find Full Text PDFDevelopment and internal validation of a model predicting successful trial of labour among pregnant individuals with previous one caesarean section: A cohort study (DEVI-CS model).
Eur J Obstet Gynecol Reprod Biol
December 2024
Department of Obstetrics & Gynaecology, Jawaharlal Institute of Medical Education & Research, Puducherry 605006, India. Electronic address:
Objective: To develop and internally validate a model predicting successful trial of labour among pregnant women with previous caesarean scar.
Design: Cohort study.
Setting: Tertiary care and teaching hospital.
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