國立虎尾科技大學 |

Mental Health Informatics = Enabling a Learning Mental Healthcare System /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Mental Health Informatics/ edited by Jessica D. Tenenbaum, Piper A. Ranallo.
其他題名:	Enabling a Learning Mental Healthcare System /
其他作者:	Ranallo, Piper A.
面頁冊數:	X, 534 p. 120 illus., 96 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Health Informatics. -
電子資源:	https://doi.org/10.1007/978-3-030-70558-9
ISBN:	9783030705589

Mental Health Informatics = Enabling a Learning Mental Healthcare System /
Mental Health InformaticsEnabling a Learning Mental Healthcare System /[electronic resource] :edited by Jessica D. Tenenbaum, Piper A. Ranallo. - 1st ed. 2021. - X, 534 p. 120 illus., 96 illus. in color.online resource. - Health Informatics,2197-3741. - Health Informatics,.

Precision Medicine and the Learning Health System -- What is Informatics? -- What is Mental Health? -- Epistemological Differences between the Behavioral and Biological Sciences -- What is Mental Health Informatics? -- Big Picture: Process View of Mental Health Care Delivery -- Introduction to Technologies for Data Acquisition in Mental Health -- Informatics Technologies for the Acquisition of Biological Data -- Informatics Technologies for the Acquisition of Psychological and Behavioral Data -- Informatics Technologies for the Acquisition of Interpersonal, Social and Environmental Data: The Exosome -- Informatics Technologies for the Acquisition of Population Level Data -- Introduction to Methods for Extracting Meaningful Information from Data in Mental Health -- Concept and Knowledge Representation to Transform Data into Information in Mental Health -- Bioinformatics Methods in Mental Health Research and Practice -- Psychometric Methods -- Computational Models and Analytic Methods -- Natural Language Processing in Mental Health Research and Practice -- Introduction to Paradigms for Knowledge Discovery in Mental Health -- Paradigms for Knowledge Discovery in Clinical and Research Data Repositories -- Biomarker Discovery -- Data Visualization -- Inferential Analysis and Predictive Modeling -- The Role of Biological Information in Mental Health Research and Practice -- Electronic Health Record (EHR) Systems in Mental Health -- Computerized Clinical Decision Support in Mental Health -- Informatics Technologies in Detection and Diagnosis of Mental Health Conditions -- Informatics Technologies in Prevention and Treatment of Mental Health Conditions -- Informatics Technologies for Care Coordination and Continuity of Care -- Informatics Technologies to Improve Patient Safety in Mental Health -- Registries -- Disseminating Newly Acquired Knowledge -- Ethical Legal and Social Issues (ELSI) -- The Future of Mental Health Informatics. .

This textbook provides a detailed resource introducing the subdiscipline of mental health informatics. It systematically reviews the methods, paradigms, tools and knowledge base in both clinical and bioinformatics. Key foundational technologies, such as terminologies, ontologies and data exchange standards are all covered. The learning health system model is utilized to emphasize the bi-directional nature of the translational science associated with mental health processes. Descriptions of the data, technologies, paradigms and products that are generated by and used in each process and their limitations are discussed. Mental Health Informatics: Enabling a Learning Mental Healthcare System is a comprehensive introductory resource for students, educators and researchers in mental health informatics and related behavioral sciences. It is an ideal resource for use in a survey course for both pre- and post-doctoral training programs, as well as for healthcare administrators, funding entities, vendors and product developers working to make mental healthcare more evidence-based.

ISBN: 9783030705589

Standard No.: 10.1007/978-3-030-70558-9doiSubjects--Topical Terms:

593963
Health Informatics.

LC Class. No.: R858-859.7

Dewey Class. No.: 502.85

Mental Health Informatics = Enabling a Learning Mental Healthcare System /
LDR:04497nam a22004215i 4500 001 1057219
003 DE-He213
005 20211118154552.0
007 cr nn 008mamaa
008 220103s2021 sz | s |||| 0|eng d
020 $a 9783030705589 $9 978-3-030-70558-9
024 7 $a 10.1007/978-3-030-70558-9 $2 doi
035 $a 978-3-030-70558-9
050 4 $a R858-859.7
072 7 $a MBG $2 bicssc
072 7 $a MED000000 $2 bisacsh
072 7 $a MBG $2 thema
072 7 $a UB $2 thema
082 0 4 $a 502.85 $2 23
245 1 0 $a Mental Health Informatics $h [electronic resource] : $b Enabling a Learning Mental Healthcare System / $c edited by Jessica D. Tenenbaum, Piper A. Ranallo.
250 $a 1st ed. 2021.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a X, 534 p. 120 illus., 96 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Health Informatics, $x 2197-3741
505 0 $a Precision Medicine and the Learning Health System -- What is Informatics? -- What is Mental Health? -- Epistemological Differences between the Behavioral and Biological Sciences -- What is Mental Health Informatics? -- Big Picture: Process View of Mental Health Care Delivery -- Introduction to Technologies for Data Acquisition in Mental Health -- Informatics Technologies for the Acquisition of Biological Data -- Informatics Technologies for the Acquisition of Psychological and Behavioral Data -- Informatics Technologies for the Acquisition of Interpersonal, Social and Environmental Data: The Exosome -- Informatics Technologies for the Acquisition of Population Level Data -- Introduction to Methods for Extracting Meaningful Information from Data in Mental Health -- Concept and Knowledge Representation to Transform Data into Information in Mental Health -- Bioinformatics Methods in Mental Health Research and Practice -- Psychometric Methods -- Computational Models and Analytic Methods -- Natural Language Processing in Mental Health Research and Practice -- Introduction to Paradigms for Knowledge Discovery in Mental Health -- Paradigms for Knowledge Discovery in Clinical and Research Data Repositories -- Biomarker Discovery -- Data Visualization -- Inferential Analysis and Predictive Modeling -- The Role of Biological Information in Mental Health Research and Practice -- Electronic Health Record (EHR) Systems in Mental Health -- Computerized Clinical Decision Support in Mental Health -- Informatics Technologies in Detection and Diagnosis of Mental Health Conditions -- Informatics Technologies in Prevention and Treatment of Mental Health Conditions -- Informatics Technologies for Care Coordination and Continuity of Care -- Informatics Technologies to Improve Patient Safety in Mental Health -- Registries -- Disseminating Newly Acquired Knowledge -- Ethical Legal and Social Issues (ELSI) -- The Future of Mental Health Informatics. .
520 $a This textbook provides a detailed resource introducing the subdiscipline of mental health informatics. It systematically reviews the methods, paradigms, tools and knowledge base in both clinical and bioinformatics. Key foundational technologies, such as terminologies, ontologies and data exchange standards are all covered. The learning health system model is utilized to emphasize the bi-directional nature of the translational science associated with mental health processes. Descriptions of the data, technologies, paradigms and products that are generated by and used in each process and their limitations are discussed. Mental Health Informatics: Enabling a Learning Mental Healthcare System is a comprehensive introductory resource for students, educators and researchers in mental health informatics and related behavioral sciences. It is an ideal resource for use in a survey course for both pre- and post-doctoral training programs, as well as for healthcare administrators, funding entities, vendors and product developers working to make mental healthcare more evidence-based.
650 1 4 $a Health Informatics. $3 593963
650 0 $a Psychiatry. $3 585488
650 0 $a Bioinformatics. $3 583857
650 0 $a Health informatics. $3 1064466
700 1 $a Ranallo, Piper A. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1362636
700 1 $a Tenenbaum, Jessica D. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1362635
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783030705572
776 0 8 $i Printed edition: $z 9783030705596
776 0 8 $i Printed edition: $z 9783030705602
830 0 $a Health Informatics, $x 1431-1917 $3 1254241
856 4 0 $u https://doi.org/10.1007/978-3-030-70558-9
912 $a ZDB-2-SME
912 $a ZDB-2-SXM
950 $a Medicine (SpringerNature-11650)
950 $a Medicine (R0) (SpringerNature-43714)