Literature DB >> 28110815

Peripheral biomarker signatures of bipolar disorder and schizophrenia: A machine learning approach.

Jairo Vinícius Pinto1, Ives Cavalcante Passos2, Fernando Gomes3, Ramiro Reckziegel4, Flavio Kapczinski5, Benson Mwangi6, Márcia Kauer-Sant'Anna7.   

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Year:  2017        PMID: 28110815     DOI: 10.1016/j.schres.2017.01.018

Source DB:  PubMed          Journal:  Schizophr Res        ISSN: 0920-9964            Impact factor:   4.939


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  6 in total

Review 1.  Machine learning to detect signatures of disease in liquid biopsies - a user's guide.

Authors:  Jina Ko; Steven N Baldassano; Po-Ling Loh; Konrad Kording; Brian Litt; David Issadore
Journal:  Lab Chip       Date:  2018-01-30       Impact factor: 6.799

Review 2.  Clinical Applications of Extracellular Vesicles in the Diagnosis and Treatment of Traumatic Brain Injury.

Authors:  Kryshawna Beard; David F Meaney; David Issadore
Journal:  J Neurotrauma       Date:  2020-06-02       Impact factor: 4.869

3.  The feasibility of developing biomarkers from peripheral blood mononuclear cell RNAseq data in children with juvenile idiopathic arthritis using machine learning approaches.

Authors:  Kerry E Poppenberg; Kaiyu Jiang; Lu Li; Yijun Sun; Hui Meng; Carol A Wallace; Teresa Hennon; James N Jarvis
Journal:  Arthritis Res Ther       Date:  2019-11-09       Impact factor: 5.606

4.  Chinese College Students Have Higher Anxiety in New Semester of Online Learning During COVID-19: A Machine Learning Approach.

Authors:  Chongying Wang; Hong Zhao; Haoran Zhang
Journal:  Front Psychol       Date:  2020-12-03

5.  Potential Biomarkers for Predicting Depression in Diabetes Mellitus.

Authors:  Xiuli Song; Qiang Zheng; Rui Zhang; Miye Wang; Wei Deng; Qiang Wang; Wanjun Guo; Tao Li; Xiaohong Ma
Journal:  Front Psychiatry       Date:  2021-11-29       Impact factor: 4.157

6.  Machine-learning approaches in psychotherapy: a promising tool for advancing the understanding of the psychotherapeutic process.

Authors:  Pricilla B Laskoski; Fernanda B Serralta; Ives C Passos; Simone Hauck
Journal:  Braz J Psychiatry       Date:  2019 Nov-Dec       Impact factor: 2.697

  6 in total

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