Publications by authors named "Benjamin Leiding"
Article Synopsis
- New SARS-CoV-2 variants, breakthrough infections, waning immunity, and low vaccination rates are causing increased hospitalizations and deaths, highlighting the need for better resource allocation tools in hospitals, especially in resource-limited areas.
- The CODOP tool, developed using machine learning, predicts the clinical outcomes of hospitalized COVID-19 patients by analyzing 12 clinical parameters, demonstrating high accuracy levels (AUROC: 0.90-0.96) before clinical resolution.
- CODOP's effectiveness is consistent across different virus variants and vaccination statuses, and it includes online calculators for efficient patient triage, validated through extensive testing in Latin America.
Implementing the Circular Economy by Tracing the Sustainable Impact.
Int J Environ Res Public Health
October 2021
Sustainability is one of the most critical issues today. Thus, the unsustainable consumption of resources, such as raw materials, CO emissions, and the needs to be changed. One framework for a more sustainable economy is the .
View Article and Find Full Text PDFToday, increasing Internet of Things devices are deployed, and the field of applications for decentralized, self-organizing networks keeps growing. The growth also makes these systems more attractive to attackers. Sybil attacks are a common issue, especially in decentralized networks and networks that are deployed in scenarios with irregular or unreliable Internet connectivity.
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