國立高雄大學圖資館 |

登入

回首頁

Predictive analytics of psychological disorders in healthcaredata analytics on psychological disorders /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Predictive analytics of psychological disorders in healthcareedited by Mamta Mittal, Lalit Mohan Goyal.
其他題名:	data analytics on psychological disorders /
其他作者:	Mittal, Mamta.
出版者:	Singapore :Springer Nature Singapore :2022.
面頁冊數:	xvi, 303 p. :ill. (chiefly col.), digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Mental illnessPrevention.
電子資源:	https://doi.org/10.1007/978-981-19-1724-0
ISBN:	9789811917240$q(electronic bk.)

Predictive analytics of psychological disorders in healthcaredata 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.2..

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$q(electronic bk.)

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

204032
Mental illness
--Prevention.

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

Dewey Class. No.: 362.2

Predictive analytics of psychological disorders in healthcaredata analytics on psychological disorders /
LDR:02327nmm a2200337 a 4500 001 621293
003 DE-He213
005 20220520192121.0
006 m d
007 cr nn 008maaau
008 221121s2022 si s 0 eng d
020 $a 9789811917240$q(electronic bk.)
020 $a 9789811917233$q(paper)
024 7 $a 10.1007/978-981-19-1724-0 $2 doi
035 $a 978-981-19-1724-0
040 $a GP $c GP
041 0 $a eng
050 4 $a RA790.5 $b .P74 2022
072 7 $a UYQ $2 bicssc
072 7 $a TEC009000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 362.2 $2 23
090 $a RA790.5 $b .P923 2022
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.
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2022.
300 $a xvi, 303 p. : $b ill. (chiefly col.), digital ; $c 24 cm.
490 1 $a Lecture notes on data engineering and communications technologies, $x 2367-4520 ; $v v. 128
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 204032
650 0 $a Predictive analytics. $3 877232
650 0 $a Medical informatics. $3 196487
650 1 4 $a Computational Intelligence. $3 338479
650 2 4 $a Health Informatics. $3 274212
650 2 4 $a Cognitive Psychology. $3 273717
650 2 4 $a Machine Learning. $3 833608
650 2 4 $a Data Analysis and Big Data. $3 913147
700 1 $a Mittal, Mamta. $3 830121
700 1 $a Goyal, Lalit Mohan. $3 891388
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes on data engineering and communications technologies ; $v v.2. $3 770548
856 4 0 $u https://doi.org/10.1007/978-981-19-1724-0
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)