Overview
- Discusses an interdisciplinary field which combines two major domains: healthcare and data analytics
- Presents research studies to fight psychological disorders and biological abnormalities
- Serves as a reference for researchers and practitioners in academia and industry
Part of the book series: Lecture Notes on Data Engineering and Communications Technologies (LNDECT, volume 128)
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Table of contents (15 chapters)
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Front Matter
Keywords
About this book
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.
Editors and Affiliations
About the editors
Dr Mamta Mittal is working as Head and Associate Professor (Data Analytics and Data Science) in Delhi Skill & Entrepreneurship University (under Government of NCT Delhi), New Delhi. She received PhD in Computer Science and Engineering from Thapar University, Patiala; MTech (Honors) in Computer Science & Engineering from YMCA, Faridabad and B. Tech in Computer Science & Engineering from Kurukshetra University Kurukshetra in 2001. She has been teaching for the last 19 years with an emphasis on Data Mining, Machine Learning, DBMS and Data Structure. Dr Mittal is a Lifetime member of CSI and published and communicated more than 90 research papers in SCI, SCIE, Scopus indexed Journals. She holds five patents and two copyrights in the area of Artificial Intelligence, IoT and Deep Learning. Dr Mittal has edited/authored many books with reputed publishers like Springer, IOS Press, Elsevier and CRC Press and is working on DST approved Project “Development of IoT based hybrid navigation module for mid-sized autonomous vehicles” with a research grant of 25 Lakhs. Currently, she is guiding PhD scholars in Machine Learning, Computer Vision and Deep Learning areas. She is book Series editor of Health Informatics & Healthcare: using AI & Smart Computing & another Series Edge AI in future Computing with CRC Press, Taylor & Francis, USA. Dr Mittal is an Editorial Board member with Inder-Science, Elsevier and Associate Editor with Springer. She has Chaired a number of Conferences and delivered number of invite talks.
Bibliographic Information
Book Title: Predictive Analytics of Psychological Disorders in Healthcare
Book Subtitle: Data Analytics on Psychological Disorders
Editors: Mamta Mittal, Lalit Mohan Goyal
Series Title: Lecture Notes on Data Engineering and Communications Technologies
DOI: https://doi.org/10.1007/978-981-19-1724-0
Publisher: Springer Singapore
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2022
Softcover ISBN: 978-981-19-1723-3Published: 22 May 2022
eBook ISBN: 978-981-19-1724-0Published: 20 May 2022
Series ISSN: 2367-4512
Series E-ISSN: 2367-4520
Edition Number: 1
Number of Pages: XVI, 303
Number of Illustrations: 20 b/w illustrations, 102 illustrations in colour
Topics: Computational Intelligence, Health Informatics, Cognitive Psychology, Machine Learning, Statistics, general