Predictive Analytics of Psychological Disorders in Healthcare (eBook)
XVI, 303 Seiten
Springer Nature Singapore (Verlag)
978-981-19-1724-0 (ISBN)
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.
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.
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.
| Erscheint lt. Verlag | 20.5.2022 |
|---|---|
| Reihe/Serie | Lecture Notes on Data Engineering and Communications Technologies | Lecture Notes on Data Engineering and Communications Technologies |
| Zusatzinfo | XVI, 303 p. 122 illus., 102 illus. in color. |
| Sprache | englisch |
| Themenwelt | Geisteswissenschaften ► Psychologie ► Allgemeine Psychologie |
| Geisteswissenschaften ► Psychologie ► Verhaltenstherapie | |
| Mathematik / Informatik ► Informatik ► Datenbanken | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Mathematik / Informatik ► Mathematik ► Statistik | |
| Medizin / Pharmazie | |
| Technik ► Medizintechnik | |
| Schlagworte | Data Analysis • Deep learning • Healthcare • machine learning • Mathematical Models • Predictive Modelling • Psychological Disorder |
| ISBN-10 | 981-19-1724-8 / 9811917248 |
| ISBN-13 | 978-981-19-1724-0 / 9789811917240 |
| Haben Sie eine Frage zum Produkt? |
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