Summary This chapter on Federated Learning is a model that values data privacy and
decentralized training, and it is the focus of this chapter as it investigates the changing …

Numerous studies have connected air pollution to various health problems, including
asthma, COPD, and reduced lung function. Particulate Matter (PM), Nitrogen Dioxide (NO2) …

In the field of computer vision, in particular, deep learning, a cutting-edge method for
machine learning, has surpassed conventional machine learning in its ability to detect …

Recent alarming data and projections have elevated Alzheimer's disease (AD) to the status
of a silent pandemic. Researchers are now focusing on less invasive treatments due to the …

The internet of things, security, and blockchain all come together to deal with the influx of
sensor data. The autonomous vehicle industry, for example, relies heavily on effective data …

Alzheimer's disease (AD) is the main cause of dementia in older persons. Preclinical AD can
persist anywhere from six to ten years, depending on when it first appears. Artificial …

The developing prevalence of Alzheimer's ailment has emerged as a main global health
challenge, highlighting the urgent want for accurate and well-timed diagnosis. The …

Alzheimer's disease is a regularly occurring and devastating neurodegenerative disorder
that influences hundreds of thousands of people global. Early and accurate analysis is …

Early and accurate analysis is crucial for providing powerful remedy and enhancing the
exceptional of lifestyles of sufferers. With the improvements in synthetic intelligence (AI) era …

Air pollution contributes to lung cancer, heart problems, respiratory diseases, inflammation,
organ damage, and depletion of ozone, acid rain, and other environmental problems. It also …