Journal Series

Overview A machine learning model is being created by researchers with the goal of detecting Alzheimer's disease early. This model, which may be accessed via smartphones, can discriminate between people with Alzheimer's disease and healthy people with an accuracy of 70–75%. The technology might provide important early indicators by concentrating on speech patterns rather than content, thus starting therapy sooner and delaying illness development. It won't take the role of medical experts, but it might improve telemedicine offerings and help people over linguistic and geographical hurdles. With an accuracy of 70–75%, the machine learning model can distinguish Alzheimer's patients from healthy people. Instead of focusing on specific words, the program analyses linguistic and acoustic speech aspects to identify the ailment. The use of this model might lead to the creation of an easy-to-use screening software for smartphones that would show early signs of Alzheimer's d...

Intimate partner violence is included in the definition of " domestic violence ," which refers to any physical, sexual, or psychological damage caused to a person by a current or former spouse or partner. Numerous negative effects on one's physical and mental well-being are linked to domestic violence. Unfortunately, domestic violence is widespread and can impact anyone. In their lifetime, more than one in three women and one in four males have been victims of physical abuse, rape, or stalking by an intimate partner. 20% of violent offences are domestic violence-related. Domestic Violence Can Involve  Physical violence is when a partner is struck, kicked, or subjected to other physical force with the intention of inflicting harm. Sexual violence is when a companion is coerced into engaging in a sex act, sexual touching, or non-physical sexual activity (such as sexting) against their will or ability. The act of stalking is characterized by a partner's pattern of persis...