Predictive analytics of psychological disorders in healthcare data analytics on psychological disorders / [electronic resource] :

• 其他作者：
  • Mittal, Mamta.
  • Goyal, Lalit Mohan.
  • SpringerLink (Online service)
• 其他題名：
  • Lecture notes on data engineering and communications technologies ;
• 出版： Singapore : Springer Nature Singapore :Imprint: Springer
• 叢書名： Lecture notes on data engineering and communications technologies,v. 128
• 主題： Mental illness--Prevention. , Predictive analytics. , Medical informatics. , Computational Intelligence. , Health Informatics. , Cognitive Psychology. , Machine Learning. , Data Analysis and Big Data.
• ISBN： 9789811917240 (electronic bk.) 、 9789811917233 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: Predictive analysis of psychological disorders on health -- AI-Based predictive analytics for Patients' psychological disorder -- Predicting depression through social media -- Measuring Mental Health at Workplaces using Machine Learning Techniques -- Tertiary Students Stress Detection during Online Learning in Jos, Nigeria -- Challenges & Privacy Concerns Related to Use of Information Technology in Mental Healthcare.
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• 摘要註: This book discusses an interdisciplinary field which combines two major domains: healthcare and data analytics. It presents research studies by experts helping to fight discontent, distress, anxiety and unrealized potential by using mathematical models, machine learning, artificial intelligence, etc. and take preventive measures beforehand. Psychological disorders and biological abnormalities are significantly related with the applications of cognitive illnesses which has increased significantly in contemporary years and needs rapid investigation. The research content of this book is helpful for psychological undergraduates, health workers and their trainees, therapists, medical psychologists, and nurses.
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