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Predictive analytics of psychologica...

Mittal, Mamta.

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Predictive analytics of psychological disorders in healthcare = data analytics on psychological disorders /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Predictive analytics of psychological disorders in healthcare/ edited by Mamta Mittal, Lalit Mohan Goyal.
Reminder of title:	data analytics on psychological disorders /
other author:	Mittal, Mamta.
Published:	Singapore :Springer Nature Singapore : : 2022.,
Description:	xvi, 303 p. :ill. (chiefly col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Mental illness - Prevention. -
Online resource:	https://doi.org/10.1007/978-981-19-1724-0
ISBN:	9789811917240

Predictive analytics of psychological disorders in healthcare = data analytics on psychological disorders /
Predictive analytics of psychological disorders in healthcaredata analytics on psychological disorders /[electronic resource] :edited by Mamta Mittal, Lalit Mohan Goyal. - Singapore :Springer Nature Singapore :2022. - xvi, 303 p. :ill. (chiefly col.), digital ;24 cm. - Lecture notes on data engineering and communications technologies,v. 1282367-4520 ;. - Lecture notes on data engineering and communications technologies ;v. 128..

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.

ISBN: 9789811917240

Standard No.: 10.1007/978-981-19-1724-0doiSubjects--Topical Terms:

842404
Mental illness
--Prevention.

LC Class. No.: RA790.5 / .P74 2022

Dewey Class. No.: 362.2

Predictive analytics of psychological disorders in healthcare = data analytics on psychological disorders /
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245 0 0 $a Predictive analytics of psychological disorders in healthcare $h [electronic resource] : $b data analytics on psychological disorders / $c edited by Mamta Mittal, Lalit Mohan Goyal.
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300 $a xvi, 303 p. : $b ill. (chiefly col.), digital ; $c 24 cm.
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505 0 $a 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.
520 $a 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.
650 0 $a Mental illness $x Prevention. $3 842404
650 0 $a Predictive analytics. $3 3487786
650 0 $a Medical informatics. $3 661258
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650 2 4 $a Cognitive Psychology. $3 891220
650 2 4 $a Machine Learning. $3 3382522
650 2 4 $a Data Analysis and Big Data. $3 3538537
700 1 $a Mittal, Mamta. $3 3378265
700 1 $a Goyal, Lalit Mohan. $3 3494587
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