Federated learning (FL) is rapidly gaining popularity and enables multiple data owners (a.k.a. FL participants) to collaboratively train machine models in a privacy-preserving way. A key unaddressed scenario that these participants are competitive market, where market shares represent their competitiveness. Although they interested enhance the performance of respective through FL, leader...

In the last century, fl uoride, like penicillin, was heralded as a major public health advance in mankind's battle against disease and its eff ects. Today, fl uoride, like antibiotics, is under attack, a victim of its success, popularity, and ubiquity. When it comes to fl uoride in dental practice, today's clinician often has diffi culty separating fact from fi ction, solid from junk science, p...

The hepatoprotective potential of standardized Feronia limonia (Family, Rutaceae) methanolic extract (FL-7) and chloroform soluble fraction (FL-9) were assessed against carbon tetrachloride (CCl4) induced oxidative stress and hepatotoxicity in rats. Rats treated with CCl4 recorded significant elevation in plasma markers of hepatic injury, alteration in hepatic antioxidant status and histopathol...