The humanitarian crisis in Venezuela has become an unprecedented regional emergency. Over the past decade, Venezuela's political and economic collapse has eroded the country's healthcare infrastructure and threatened the public health of the population. Shortages of medicines and health supplies, disruptions in basic services, and the emigration of health workers during this humanitarian crisis have affected access to care throughout the country, as well as the capacity of emergency services and outbreak response. During the early waves of the epidemic, COVID-19 collapsed the Venezuelan health system, leaving sentinel centers without inpatient beds and ICU space. Home-based care alternatives quickly emerged, not only for mild to moderate but also for severe and critical COVID-19 cases. Here we discuss the impact of the pandemic on the Venezuelan health system, the emergence of home-based care alternatives for severe and critical COVID-19 cases, as well as their costs and challenges, and finally, their advantages and disadvantages.
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http://dx.doi.org/10.1016/j.arcmed.2024.103126 | DOI Listing |
Viruses
December 2024
Department of Infectious Diseases, Ochsner Medical Center, New Orleans, LA 70115, USA.
Though antimicrobial stewardship programs (ASPs) are required for hospitals, the involvement of transplant recipients in programmatic interventions, protocols, and metrics has historically been limited. Though there is a growing interest in studying stewardship practices in transplant patients, optimal practices have not been clearly established. A component of ASPs, antiviral stewardship (AVS), specifically targeting cytomegalovirus (CMV), has been more recently described.
View Article and Find Full Text PDFVaccines (Basel)
December 2024
JSI Research & Training Institute, Inc., Arlington, VA 22202, USA.
A limited number of studies focus on estimating the costs of interventions to increase childhood immunization coverage in low- and middle-income countries (LMICs). Existing reviews often compare estimated costs but lack information on the methods used. The objective of this review is to summarize the methods used in costing studies that assessed interventions to reach zero-dose (ZD) children.
View Article and Find Full Text PDFVaccines (Basel)
December 2024
PATH, Seattle, WA 98121, USA.
Background: Microplanning is widely recognized as a critical tool for improving immunization coverage and equity and is considered a core component of routine immunization. However, there is limited evidence on how microplans are developed and implemented and the effectiveness of microplanning. As such, this study sought to review the existing evidence on implementation and institutionalization of microplanning; identify strategies to improve microplanning; and document evidence on new approaches to microplanning, including digitally enhanced and integrated microplanning.
View Article and Find Full Text PDFSensors (Basel)
December 2024
Division of Computer Science & Artificial Intelligence, Dongguk University, Seoul 04620, Republic of Korea.
Anomaly detection is critical in safety-sensitive fields, but faces challenges from scarce abnormal data and costly expert labeling. Time series anomaly detection is relatively challenging due to its reliance on sequential data, which imposes high computational and memory costs. In particular, it is often composed of real-time collected data that tends to be noisy, making preprocessing an essential step.
View Article and Find Full Text PDFSensors (Basel)
December 2024
Faculty of Engineering in Bilbao, University of the Basque Country (UPV/EHU), 48013 Bilbao, Spain.
In recent years, the application of AI has expanded rapidly across various fields. However, it has faced challenges in establishing a foothold in medicine, particularly in invasive medical procedures. Medical algorithms and devices must meet strict regulatory standards before they can be approved for use on humans.
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