Literature DB >> 32919403

Big data in psychiatry: multiomics, neuroimaging, computational modeling, and digital phenotyping.

Kerry J Ressler1, Leanne M Williams2.   

Abstract

Entities:  

Mesh：

Year:  2020        PMID： 32919403      PMCID： PMC7689454          DOI： 10.1038/s41386-020-00862-x

Source DB:  PubMed          Journal:  Neuropsychopharmacology        ISSN： 0893-133X            Impact factor:   8.294


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  16 in total

Review 1.  Opportunities and challenges in the collection and analysis of digital phenotyping data.

Authors:  Jukka-Pekka Onnela
Journal:  Neuropsychopharmacology       Date:  2020-07-17       Impact factor: 7.853

Review 2.  Signature-based approaches for informed drug repurposing: targeting CNS disorders.

Authors:  Rammohan Shukla; Nicholas D Henkel; Khaled Alganem; Abdul-Rizaq Hamoud; James Reigle; Rawan S Alnafisah; Hunter M Eby; Ali S Imami; Justin F Creeden; Scott A Miruzzi; Jaroslaw Meller; Robert E Mccullumsmith
Journal:  Neuropsychopharmacology       Date:  2020-06-30       Impact factor: 8.294

Review 3.  Dissecting diagnostic heterogeneity in depression by integrating neuroimaging and genetics.

Authors:  Amanda M Buch; Conor Liston
Journal:  Neuropsychopharmacology       Date:  2020-08-11       Impact factor: 8.294

Review 4.  Toward dynamic phenotypes and the scalable measurement of human behavior.

Authors:  Laura Germine; Roger W Strong; Shifali Singh; Martin J Sliwinski
Journal:  Neuropsychopharmacology       Date:  2020-07-06       Impact factor: 8.294

Review 5.  PsychENCODE and beyond: transcriptomics and epigenomics of brain development and organoids.

Authors:  Alexandre Jourdon; Soraya Scuderi; Davide Capauto; Alexej Abyzov; Flora M Vaccarino
Journal:  Neuropsychopharmacology       Date:  2020-07-13       Impact factor: 8.294

Review 6.  Interpretation of psychiatric genome-wide association studies with multispecies heterogeneous functional genomic data integration.

Authors:  Timothy Reynolds; Emma C Johnson; Spencer B Huggett; Jason A Bubier; Rohan H C Palmer; Arpana Agrawal; Erich J Baker; Elissa J Chesler
Journal:  Neuropsychopharmacology       Date:  2020-08-13       Impact factor: 7.853

Review 7.  Leveraging large genomic datasets to illuminate the pathobiology of autism spectrum disorders.

Authors:  Veronica B Searles Quick; Belinda Wang; Matthew W State
Journal:  Neuropsychopharmacology       Date:  2020-07-15       Impact factor: 8.294

Review 8.  Big behavior: challenges and opportunities in a new era of deep behavior profiling.

Authors:  Lukas von Ziegler; Oliver Sturman; Johannes Bohacek
Journal:  Neuropsychopharmacology       Date:  2020-06-29       Impact factor: 8.294

Review 9.  Digital health data-driven approaches to understand human behavior.

Authors:  Lisa A Marsch
Journal:  Neuropsychopharmacology       Date:  2020-07-12       Impact factor: 8.294

Review 10.  Modeling brain, symptom, and behavior in the winds of change.

Authors:  David M Lydon-Staley; Eli J Cornblath; Ann Sizemore Blevins; Danielle S Bassett
Journal:  Neuropsychopharmacology       Date:  2020-08-28       Impact factor: 8.294
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  7 in total

1.  Fostering precision psychiatry through bioinformatics.

Authors:  Brisa S Fernandes; João Quevedo; Zhongming Zhao
Journal:  Braz J Psychiatry       Date:  2022 Mar-Abr

2.  Identifying subtypes of depression in clinician-annotated text: a retrospective cohort study.

Authors:  Benson Kung; Maurice Chiang; Gayan Perera; Megan Pritchard; Robert Stewart
Journal:  Sci Rep       Date:  2021-11-17       Impact factor: 4.379

3.  Explanation-Driven Deep Learning Model for Prediction of Brain Tumour Status Using MRI Image Data.

Authors:  Loveleen Gaur; Mohan Bhandari; Tanvi Razdan; Saurav Mallik; Zhongming Zhao
Journal:  Front Genet       Date:  2022-03-14       Impact factor: 4.599

Review 4.  Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey.

Authors:  Andronicus A Akinyelu; Fulvio Zaccagna; James T Grist; Mauro Castelli; Leonardo Rundo
Journal:  J Imaging       Date:  2022-07-22

5.  Commentary: Perspective on excellence in forensic mental health services: What we can learn from oncology and other medical services.

Authors:  Maria Laura Manzone; Antonella Barbieri; Francesco Orlandini
Journal:  Front Public Health       Date:  2022-08-22

Review 6.  Barriers to genetic testing in clinical psychiatry and ways to overcome them: from clinicians' attitudes to sociocultural differences between patients across the globe.

Authors:  Justo Pinzón-Espinosa; Marte van der Horst; Janneke Zinkstok; Jehannine Austin; Cora Aalfs; Albert Batalla; Patrick Sullivan; Jacob Vorstman; Jurjen J Luykx
Journal:  Transl Psychiatry       Date:  2022-10-11       Impact factor: 7.989

7.  Multi-Omics Characterization of Early- and Adult-Onset Major Depressive Disorder.

Authors:  Caroline W Grant; Erin F Barreto; Rakesh Kumar; Rima Kaddurah-Daouk; Michelle Skime; Taryn Mayes; Thomas Carmody; Joanna Biernacka; Liewei Wang; Richard Weinshilboum; Madhukar H Trivedi; William V Bobo; Paul E Croarkin; Arjun P Athreya
Journal:  J Pers Med       Date:  2022-03-06
  7 in total

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