"Dunarea de Jos" University of Galati

From Medical Records to AI-Ready Datasets: A Practical Guide for Clinical Researchers

Background: Medical artificial intelligence (AI), machine learning (ML), and deep learning (DL) studies frequently begin with datasets collected for routine care rather than for computational modeling. Such datasets may contain inconsistent variables, heterogeneous measurement ti...

Comparative Analysis by Machine Learning of Geriatric Frailty and Alzheimer’s Disease Classification Using Independent Datasets

Frailty syndrome and Alzheimer’s disease are prevalent conditions in the elderly that are associated with aging, decreased quality of life, and a significant healthcare burden. Evidence for a relationship between physical frailty and neurodegenerative decline is accumulating. Thi...

Phytochemistry and biological effects of aquatic plants from Danube Delta Biosphere Reserve (Iris spp. and Nymphaea spp.):an update review

Among the native flora of the Danube Delta Biosphere Reserve in Romania, there are two beautiful aquatic flowering plants, the Yellow Flag Iris ( Iris pseudacorus ) and the White Waterlily (Nymphaea alba ), which are part of the Iris and Nymphaea species, respectively. These two...