SPREAD: Spatiotemporal Pathogen Relationships and Epidemiological Analysis Dashboard.

In the scope of public health, the rapid identification and control of infectious disease outbreaks are a paramount concern. Traditional surveillance methods often face challenges in effectively combining genetic, geographical, and temporal data, which is crucial for a comprehensive understanding of disease transmission dynamics. Addressing this critical need, the Spatiotemporal Phylogenomic Research and Epidemiological Analysis Dashboard (SPREAD) emerges as an innovative standalone web-based application.

Harmonization of supervised machine learning practices for efficient source attribution of Listeria monocytogenes based on genomic data.

Background: Genomic data-based machine learning tools are promising for real-time surveillance activities performing source attribution of foodborne bacteria such as Listeria monocytogenes. Given the heterogeneity of machine learning practices, our aim was to identify those influencing the source prediction performance of the usual holdout method combined with the repeated k-fold cross-validation method.

Methods: A large collection of 1 100 L.

Neuroethics and cultural context: The case of electroconvulsive therapy in Argentina.

As neuroethics continues to grow as an established discipline, it has been charged with not being sufficiently sensitive to the way in which the identification, conceptualization, and management of the ethical issues raised by neuroscience and its applications are shaped by local systems of knowledge and structures. Recently there have been calls for explicit recognition of the role played by local cultural contexts and for the development of cross-cultural methodologies that can facilitate meaningful cultural engagement. In this article, we attempt to fill this perceived gap by providing a culturally situated analysis of the practice of electroconvulsive therapy (ECT) in Argentina.

Position Paper on Young Vascular Surgeons Training of the Mediterranean Federation for the Advancing of Vascular Surgery (MeFAVS): State of the Art and Perspectives.

The Mediterranean Federation for the Advancing of Vascular Surgery (MeFAVS) was founded in 2018, with the aim to promote cooperation among vascular professionals within Mediterranean countries. Due to its prominent social and economic impact on national health systems, diabetic peripheral artery was selected as the very first topic to be investigated by the federation. In this second paper, different experiences from delegates of participating countries were shared to define common strategies to harmonize, standardize, and optimize education and training in the Vascular Surgery specialty.