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Personalized Psychiatry : Big Data Analytics in Mental Health

Personalized Psychiatry : Big Data Analytics in Mental Health

Material type
단행본
Personal Author
Passos, Ives Cavalcante. Mwangi, Benson. Kapczinski, Flàvio.
Title Statement
Personalized Psychiatry : Big Data Analytics in Mental Health / editors, Ives Cavalcante Passos, Benson Mwangi, Flàvio Kapczinski.
Publication, Distribution, etc
Switzerland :   Springer,   2019.  
Physical Medium
xv, 180 p. : ill. ; 25 cm .
ISBN
9783030035525
Content Notes
Includes bibliographical references and index
Subject Added Entry-Topical Term
Psychiatry --Data processing. Big data.
000 00000nam u2200205 a 4500
001 000046022424
005 20201211170844
008 200330s2019 sz a 000 0 eng d
020 ▼a 9783030035525
040 ▼a 211009 ▼c 211009 ▼d 211092
082 0 4 ▼a 616.89/00285 ▼2 23
084 ▼a 616.8900285 ▼2 DDCK
090 ▼a 616.8900285 ▼b P467
245 0 0 ▼a Personalized Psychiatry : ▼b Big Data Analytics in Mental Health / ▼c editors, Ives Cavalcante Passos, Benson Mwangi, Flàvio Kapczinski.
260 ▼a Switzerland : ▼b Springer, ▼c 2019.
300 ▼a xv, 180 p. : ▼b ill. ; ▼c 25 cm .
505 ▼a Includes bibliographical references and index
650 0 ▼a Psychiatry ▼x Data processing.
650 0 ▼a Big data.
700 1 ▼a Passos, Ives Cavalcante.
700 1 ▼a Mwangi, Benson.
700 1 ▼a Kapczinski, Flàvio.

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Medical Library/Monographs(3F)/ Call Number 616.8900285 P467 Accession No. 131054717 Availability Available Due Date Make a Reservation Service B
No. 2 Location Medical Library/Departmental Collection/ Call Number 구로정신건강의학 616.8900285 P467 Accession No. 931002566 Availability Loan can not(reference room) Due Date Make a Reservation Service

Contents information

Table of Contents

1. Big data and Machine Learning Techniques Meet Health Sciences.- 2. Major challenges and limitations of Big data analytics.- 3. A Clinical Perspective on Big Data in Mental Health.- 4. Big Data Guided Interventions: Predicting Treatment Response.- 5. The role of big data analytics in predicting suicide.- 6. Emerging Shifts in Neuroimaging Data Analysis in the Era of "Big Data".- 7. Phenomapping: methods and measures for deconstructing diagnosis in psychiatry.- 8. How to integrate data from multiple biological layers in mental health?.- 9. Ethics in the Era of Big Data.


Information Provided By: : Aladin

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