Machine Learning and Non-Affective Psychosis: Identification, Differential Diagnosis, and Treatment

被引:0
作者
Maria Ferrara
Giorgia Franchini
Melissa Funaro
Marcello Cutroni
Beatrice Valier
Tommaso Toffanin
Laura Palagini
Luigi Zerbinati
Federica Folesani
Martino Belvederi Murri
Rosangela Caruso
Luigi Grassi
机构
[1] University of Ferrara,Department of Neuroscience and Rehabilitation, Institute of Psychiatry
[2] Yale School of Medicine,Department of Psychiatry
[3] University of Modena and Reggio Emilia,Department of Physics, Informatics and Mathematics
[4] University of Ferrara,Department of Mathematics and Computer Science
[5] Harvey Cushing/John Hay Whitney Medical Library,undefined
[6] Yale University,undefined
来源
Current Psychiatry Reports | 2022年 / 24卷
关键词
Machine learning; Psychotic disorders; Schizophrenia; Clinical high risk; Digital phenotyping;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:925 / 936
页数:11
相关论文
共 89 条
[1]  
Simon GE(2003)Social and economic burden of mood disorders Biol Psychiat 54 208-215
[2]  
Robinson DG(2019)Predictors of hospitalization of individuals with first-episode psychosis: data from a 2-year follow-up of the RAISE-ETP Psychiatr Serv 70 569-577
[3]  
Melle I(2006)Early detection of the first episode of schizophrenia and suicidal behavior Am J Psychiatry 163 800-804
[4]  
Jaaskelainen E(2013)A systematic review and meta-analysis of recovery in schizophrenia Schizophr Bull 39 1296-1306
[5]  
Nordentoft M(2013)Excess mortality, causes of death and life expectancy in 270,770 patients with recent onset of mental disorders in Denmark, Finland and Sweden PLoS One 8 555-565
[6]  
Correll CU(2018)Comparison of early intervention services vs treatment as usual for early-phase psychosis: a systematic review, meta-analysis, and meta-regression JAMA Psychiat 75 337-343
[7]  
Ten Velden HW(2013)Early detection, early symptom progression and symptomatic remission after ten years in a first episode of psychosis study Schizophr Res 143 443-449
[8]  
Powers AR(2020)Duration of the psychosis prodrome Schizophr Res 216 28-37
[9]  
Cannon TD(2008)Prediction of psychosis in youth at high clinical risk: a multisite longitudinal study in North America Arch Gen Psychiatry 65 220-229
[10]  
Fusar-Poli P(2012)Predicting psychosis: meta-analysis of transition outcomes in individuals at high clinical risk Arch Gen Psychiatry 69 209-217