Predictive Analytics of Psychological Disorders in Healthcare Data Analytics on Psychological Disorders
Predictive Analytics of Psychological Disorders in Healthcare Data Analytics on Psychological Disorders
edited by Mamta Mittal, Lalit Mohan Goyal
- First edition 2022
- 1 recurso en línea (XVI, 303 páginas) 122 ilustraciones, 102 ilustraciones a color
- Lecture Notes on Data Engineering and Communications Technologies 128 2367-4520 .
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. .
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.
9789811917240
10.1007/978-981-19-1724-0 doi
Inteligencia artificial en medicina
R859.7.A78 / 2022 EB
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. .
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.
9789811917240
10.1007/978-981-19-1724-0 doi
Inteligencia artificial en medicina
R859.7.A78 / 2022 EB