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Showing posts with the label Machine learning

Can AI-chatbots promote healthy lifestyle changes?

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Artificial intelligence (AI) chatbots are capable of imitating human interactions with the help of spoken, written, or verbal communication with users. AI chatbots can provide critical health-related information and services, ultimately leading to promising technology-facilitated interventions. Study: Artificial Intelligence (AI)-based Chatbots in Promoting Health Behavior Change: A Systematic Overview. Image Credit: TippaPatt / Shutterstock.com AI chatbot in healthcare Today’s telehealth and digital therapeutic interventions are associated with several challenges including discontinuity, low adherence, and inflexibility. AI chatbots are able to overcome these challenges and provide personalized on-demand support, higher interactivity and higher sustainability. The AI ​​chatbot utilizes input data from various sources, followed by data analysis that is completed through natural language processing (NLP) and machine learning (ML). The data output then helps users achieve the...

New computational model can detect cognitive impairment from audio recordings of neuropsychological tests

It takes a lot of time and money to diagnose Alzheimer’s disease. After running a lengthy face-to-face neuropsychological exam, the doctor must copy, review, and analyze each response in detail. But researchers at Boston University have developed a new tool that could automate the process and eventually allow it to move online. Their machine learning-powered computational model can detect cognitive impairment from audio recordings of neuropsychological-tests; no in-person appointment required. Their findings were published in Alzheimer’s & Dementia: Journal of the Alzheimer’s Association . “This approach brings us one step closer to early intervention,” said Ioannis Paschalidis, co-author of the paper and BU College of Engineering Distinguished Professor of Engineering. He said faster early detection of Alzheimer’s could prompt larger clinical trials that focus on individuals in the early stages of the disease and potentially enable clinica...