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001440996 001__ 1440996
001440996 003__ OCoLC
001440996 005__ 20230309004714.0
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001440996 019__ $$a1285886410$$a1285916324$$a1285991368$$a1286021619$$a1292517636$$a1294354199
001440996 020__ $$a9783030705589$$q(electronic bk.)
001440996 020__ $$a3030705587$$q(electronic bk.)
001440996 020__ $$z3030705579
001440996 020__ $$z9783030705572
001440996 0247_ $$a10.1007/978-3-030-70558-9$$2doi
001440996 035__ $$aSP(OCoLC)1285871267
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001440996 049__ $$aISEA
001440996 050_4 $$aRA790.5$$b.M46 2021
001440996 08204 $$a616.8900285$$223
001440996 24500 $$aMental health informatics :$$benabling a learning mental healthcare system /$$cJessica D. Tenenbaum, Piper A. Ranallo, editors.
001440996 260__ $$aCham, Switzerland :$$bSpringer,$$c2021.
001440996 300__ $$a1 online resource
001440996 336__ $$atext$$btxt$$2rdacontent
001440996 337__ $$acomputer$$bc$$2rdamedia
001440996 338__ $$aonline resource$$bcr$$2rdacarrier
001440996 347__ $$atext file
001440996 347__ $$bPDF
001440996 4901_ $$aHealth informatics,$$x2197-3741
001440996 500__ $$aIncludes index.
001440996 5050_ $$aPrecision 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.
001440996 506__ $$aAccess limited to authorized users.
001440996 520__ $$aThis 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.
001440996 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed November 29, 2021).
001440996 650_0 $$aMental health$$xData processing.
001440996 650_6 $$aSanté mentale$$xInformatique.
001440996 655_0 $$aElectronic books.
001440996 7001_ $$aTenenbaum, Jessica D.,$$eeditor.
001440996 7001_ $$aRanallo, Piper A.,$$eeditor.
001440996 77608 $$iPrint version:$$z3030705579$$z9783030705572$$w(OCoLC)1235416539
001440996 830_0 $$aHealth informatics,$$x2197-3741
001440996 852__ $$bebk
001440996 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-70558-9$$zOnline Access$$91397441.1
001440996 909CO $$ooai:library.usi.edu:1440996$$pGLOBAL_SET
001440996 980__ $$aBIB
001440996 980__ $$aEBOOK
001440996 982__ $$aEbook
001440996 983__ $$aOnline
001440996 994__ $$a92$$bISE