Literature Review of Deep-Learning-Based Detection of Violence in Video.

Physical aggression is a serious and widespread problem in society, affecting people worldwide. It impacts nearly every aspect of life. While some studies explore the root causes of violent behavior, others focus on urban planning in high-crime areas.

Digital Twin Platform for Water Treatment Plants Using Microservices Architecture.

The effects of climate change and the rapid growth of societies often lead to water scarcity and inadequate water quality, resulting in a significant number of diseases. The digitalization of infrastructure and the use of Digital Twins are presented as alternatives for optimizing resources and the necessary infrastructure in the water cycle. This paper presents a framework for the development of a Digital Twin platform for a wastewater treatment plant, based on a microservices architecture which optimized its design for edge computing implementation.

Grief Reactions of Potential Organ Donors' Bereaved Relatives: An Observational Study.

Background: Most family members of potential organ donors experience the death of their relative in an intensive care unit. While under an emotional burden, bereaved relatives must make a decision that will affect the life of other patients. A better understanding of grief within the context of organ donation will help intensive care unit staff better support families during this process.