Identifying causal role of COVID-19 in immunopsychiatry models

The role of data science in encountering COVID-19 pandemic

The COVID-19 pandemic started in China and quickly spread throughout the world. This pandemic has affected the health of millions of people, the global economy and has challenged the majority of scientists and politicians to find effective medical treatments and intelligent policies to reduce the side effects of this pandemic as soon as possible. Technological advancements have enabled us to co...

The role of laboratory parameters in COVID-19 diagnosis

Role of Oral Cavity in COVID-19 : Letter to Editor

On December 2019, a large number of pneumonia cases with unknown etiology were reported in Wuhan, China. In specimens taken from the throat with a swab, a new virus was founded, which was called COVID-19 by WHO. Due to the small number of studies, we decided to investigate the role of the oral cavity in this disease.

Identifying Direct Causal Effects in Linear Models

This paper deals with the problem of identifying direct causal effects in recursive linear structural equation models. Using techniques developed for graphical causal models, we show that a model can be decomposed into a set of submodels such that the identification problem can be solved independently in each submodel. We provide a new identification method that identifies causal effects by sol...

An Overview of the Artificial Intelligence Applications in Identifying and Combating the Covid-19 Pandemic

Intruduction: In late 2019, people around the world became infected with Covid-19 by the outbreak, the pandemy and epidemy of this disease. To this end, researchers in various fields are seeking to find solutions to the problems related to the control and management of crises. The transmission power of the new corona virus has drawn the attention of experts in the use of artificial intelligence...