Literature DB >> 33173196

Machine learning for psychiatry: getting doctors at the black box?

Dennis M Hedderich1, Simon B Eickhoff2,3.   

Abstract

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Mesh:

Year:  2020        PMID: 33173196      PMCID: PMC7815505          DOI: 10.1038/s41380-020-00931-z

Source DB:  PubMed          Journal:  Mol Psychiatry        ISSN: 1359-4184            Impact factor:   15.992


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  6 in total

1.  Perspective on Beyond Statistical Significance: Finding Meaningful Effects.

Authors:  Howard J Edenberg
Journal:  Complex Psychiatry       Date:  2021-05-20

2.  Correlates and predictors of the severity of suicidal ideation in adolescence: an examination of brain connectomics and psychosocial characteristics.

Authors:  Jaclyn S Kirshenbaum; Rajpreet Chahal; Tiffany C Ho; Lucy S King; Anthony J Gifuni; Dana Mastrovito; Saché M Coury; Rachel L Weisenburger; Ian H Gotlib
Journal:  J Child Psychol Psychiatry       Date:  2021-08-27       Impact factor: 8.265

Review 3.  Predicting the future of neuroimaging predictive models in mental health.

Authors:  Link Tejavibulya; Max Rolison; Siyuan Gao; Qinghao Liang; Hannah Peterson; Javid Dadashkarimi; Michael C Farruggia; C Alice Hahn; Stephanie Noble; Sarah D Lichenstein; Angeliki Pollatou; Alexander J Dufford; Dustin Scheinost
Journal:  Mol Psychiatry       Date:  2022-06-13       Impact factor: 13.437

Review 4.  [The predictable human : Possibilities and risks of AI-based prediction of cognitive abilities, personality traits and mental illnesses].

Authors:  Simon B Eickhoff; Bert Heinrichs
Journal:  Nervenarzt       Date:  2021-10-04       Impact factor: 1.214

5.  Feeding the machine: Challenges to reproducible predictive modeling in resting-state connectomics.

Authors:  Andrew Cwiek; Sarah M Rajtmajer; Bradley Wyble; Vasant Honavar; Emily Grossner; Frank G Hillary
Journal:  Netw Neurosci       Date:  2022-02-01

6.  Detecting Presence of PTSD Using Sentiment Analysis From Text Data.

Authors:  Jeff Sawalha; Muhammad Yousefnezhad; Zehra Shah; Matthew R G Brown; Andrew J Greenshaw; Russell Greiner
Journal:  Front Psychiatry       Date:  2022-02-01       Impact factor: 4.157

  6 in total

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