首页|Universidad Carlos Ⅲ de Madrid Reports Findings in Attention Deficit Hyperactivity Disorders (A systematic review on the application of machine learning models in psychometric questionnaires for the diagnosis of attention deficit …)

Universidad Carlos Ⅲ de Madrid Reports Findings in Attention Deficit Hyperactivity Disorders (A systematic review on the application of machine learning models in psychometric questionnaires for the diagnosis of attention deficit …)

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New research on Developmental Diseases and Conditions - Attention Deficit Hyperactivity Disorders is the subject of a report. According to news reporting out of Getafe, Spain, by NewsRx editors, research stated, "Attention deficit hyperactivity disorder is one of the most prevalent neurodevelopmental disorders worldwide. Recent studies show that machine learning has great potential for the diagnosis of attention deficit hyperactivity disorder." Our news journalists obtained a quote from the research from Universidad Carlos Ⅲ de Madrid, "The aim of the present article is to systematically review the scientific literature on machine learning studies for the diagnosis of attention deficit hyperactivity disorder, focusing on psychometric questionnaire tools. The Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines were adopted. The review protocol was registered in the PROSPERO database. A search was conducted in three databases-Web of Science Core Collection, Scopus and Pubmed-with the aim of identifying studies that apply ML techniques to support the diagnosis of attention deficit hyperactivity disorder. A total of 17 empirical studies were found that met the established inclusion criteria. The results showed that machine learning can be used to increase the accuracy of attention deficit hyperactivity disorder diagnosis." According to the news editors, the research concluded: "Machine learning techniques are useful and effective strategies that can complement traditional diagnostics in patients with attention deficit hyperactivity disorder."

GetafeSpainEuropeADHDAttention Deficit Hyperactivity DisordersCyborgsDevelopmental Diseases and ConditionsEmerging TechnologiesHealth and MedicineMachine LearningMental HealthMental Health Diseases and Conditions

2024

Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

ISSN:
年,卷(期):2024.(Feb.29)