Federated learning (FL) is a decentralized learning framework that allows a central server and multiple devices, referred to as clients, to collaboratively train a shared model without transmitting their private data to a central server.This approach helps to preserve data privacy and reduce the risk of information leakage.However, FL systems often
Fashion is considered to be one of the branches of world industry that most polluted and destroys the environment.Most of the damage caused by this segment comes from the production, manufacture, and synthetic dyeing of the fabrics.Regarding this concern, the usage of natural textiles, such as cotton, wool, and linen, has been growing in an attempt
Pulmonary pneumatocele is a thin-walled, gas-filled space within the lung that usually occurs in association with bacterial pneumonia and is usually transient.The majority of pneumatoceles resolve spontaneously without active intervention, but in some cases they might lead to pneumothorax with subsequent hemodynamic instability.We report two cases