Spanish Flu (1918-1919) is considered the deadliest Pandemic of twentieth century, with worldwidemortality about 50 million people. One hundred years after this Pandemic, WHO had released a pandemicpreparedness plan in March 2018 and urged all countries to have planned their response future pandemicsthreats. This guide building capacity face healthcare economic challenges encounteredduring any ...

Federated learning is the process of developing machine models over datasets distributed across data centers such as hospitals, clinical research labs, and mobile devices while preventing leakage. This survey examines previous studies on federated in healthcare sector a range use cases applications. Our shows what challenges, methods, applications practitioner should be aware topic learning. pa...

Original paper

Healthcare settings are dangerous places. For those receiving care, the risk of unintended harm from healthcare failures continues to be significant. Given this, there is a need to monitor standards in healthcare, not only to identify potential issues, but also to plan and evaluate interventions aimed at improving healthcare standards. Public reporting of performance standards is one aspect to ...

Many healthcare leaders find themselves overwhelmed with data, but lack the information they need to make right decisions. Knowledge Discovery in Databases (KDD) can help organizations turn their data into information. Organizations that take advantage of KDD techniques will find that they can lower the healthcare costs while improving healthcare quality by using fast and better clinical decisi...