Abstract This study employs machine learning to detect the severity of major depressive disorder (MDD) through binary and multiclass classifications.We compared models that used only biomarkers of oxidative stress with those that incorporate sociodemographic and health-related factors.Data collected from 830 participants, based on the Patient Healt
The Mediterranean environment is characterized by strong temporal variations in rainfall volume and intensity, soil moisture and vegetation cover along the year.These factors play a key role on soil erosion.The aim of this work is to identify different erosive periods in function of the temporal changes in rainfall and runoff characteristics (erosi
The wear behavior of Al/SiC composites prepared by stir casting technique is investigated to find out the effects of the weight percentage of SiC, load, and the number of strokes on a shaper machine.Metal matrix composite (MMC) Kettles pins are prepared with different weight percentages of SiC (10%, 15%, and 20%).The tests are carried out with diff
The ancient site of Olympia is located on the northern fringe of the Basin of Makrisia at the confluence of the Kladeos and Alpheios rivers (western Peloponnese, Greece) and was used as a venue Gateway for the Panhellenic Games from Archaic times until the 4th century AD.Geophysical prospection (frequency domain electromagnetic induction and electr
The author created a Heartrate Electrode month-long APA course as a Local Open Online Module because there was demand for such a course among faculty and students across the college and so that all faculty and students could have access to it.This LOOM is fully customizable, can be used in full or in part, and resources can be added to the LOOM or