Artificial intelligence-assisted niacin skin flush screening in early psychosis identification and prediction

被引:4
作者
Chen, Tao [1 ,2 ,3 ,4 ,5 ]
Liu, Haichun [6 ,7 ]
Tian, Renfang [8 ]
Gan, Ranpiao [9 ]
Xu, Wenzuo [1 ,3 ]
Zhang, Tianhong [9 ,10 ]
Wang, Jijun [9 ,11 ,12 ]
机构
[1] Univ Waterloo, Dept Econ, Waterloo, ON, Canada
[2] Univ Waterloo, Dept Stat & Actuarial Sci Cross Appointed, Waterloo, ON, Canada
[3] Univ Waterloo, Big Data Res Lab, Waterloo, ON, Canada
[4] Shanghai Niacin Tech Co Ltd, Shanghai, Peoples R China
[5] Harvard Univ, Labor & Worklife Program, Cambridge, MA 02138 USA
[6] Shanghai Jiao Tong Univ, Dept Automat, Shanghai, Peoples R China
[7] Shanghai Jiao Tong Univ, Ningbo Artificial Intelligent Inst, Ningbo, Peoples R China
[8] Kings Univ Coll, Sch Management Econ & Math, London, ON, Canada
[9] Shanghai Jiao Tong Univ, Shanghai Intelligent Psychol Evaluat & Intervent, Shanghai Key Lab Psychot Disorders, Sch Med,Shanghai Mental Hlth Ctr, Shanghai, Peoples R China
[10] Minist Educ, Key Lab Genet Dev & Neuropsychiatr Disorders, Biox Inst, Shanghai, Peoples R China
[11] Chinese Acad Sci, CAS Ctr Excellence Brain Sci & Intelligence Techn, Shanghai, Peoples R China
[12] Shanghai Jiao Tong Univ, Inst Psychol & Behav Sci, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
Diagnosis; Dual (Psychiatry); Mental Health; Psychiatry; Schizophrenia; Statistical Distributions; MARKER; SCHIZOPHRENIA; SENSITIVITY;
D O I
10.1136/gpsych-2022-100753
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
[No abstract available]
引用
收藏
页数:3
相关论文
共 11 条
[1]  
Hoffer A., 1962, Niacin Therapy in Psychiatry
[2]  
HORROBIN DF, 1980, BIOMEDICINE, V32, P54
[3]   A potential objective marker in first-episode schizophrenia based on abnormal niacin response [J].
Hu, YeGang ;
Xu, LiHua ;
Gan, RanPiao ;
Wu, GuiSen ;
Tang, XiaoChen ;
Wei, YanYan ;
Cui, HuiRu ;
Hui, Li ;
Tang, YingYing ;
Li, ChunBo ;
Chen, Tao ;
Wan, ChunLing ;
Wang, JiJun ;
Zhang, TianHong .
SCHIZOPHRENIA RESEARCH, 2022, 243 :405-412
[4]   SKINREMS-A New Method for Assessment of the Niacin Skin Flush Test Response in Schizophrenia [J].
Karakula-Juchnowicz, Hanna ;
Rog, Joanna ;
Wolszczak, Piotr ;
Jonak, Kamil ;
Stelmach, Ewa ;
Krukow, Pawel .
JOURNAL OF CLINICAL MEDICINE, 2020, 9 (06) :1-16
[5]   State marker properties of niacin skin sensitivity in ultra-high risk groups for psychosis - An optical reflection spectroscopy study [J].
Langbein, Kerstin ;
Schmidt, Ulrike ;
Schack, Stephan ;
Biesel, Natalie J. ;
Rudzok, Maria ;
Amminger, G. Paul ;
Berger, Maximus ;
Sauer, Heinrich ;
Smesny, Stefan .
SCHIZOPHRENIA RESEARCH, 2018, 192 :377-384
[6]   Absent response to niacin skin patch is specific to schizophrenia and independent of smoking [J].
Liu, Chih-Min ;
Chang, Shu-Sen ;
Liao, Shih-Cheng ;
Hwang, Tzung-Jeng ;
Shieh, Ming-Hsien ;
Liu, Shi-Kai ;
Chen, Wei J. ;
Hwu, Hai-Gwo .
PSYCHIATRY RESEARCH, 2007, 152 (2-3) :181-187
[7]   An association between niacin skin flush response and plasma triglyceride levels in patients with schizophrenia [J].
Nadalin, Sergej ;
Jonovska, Suzana ;
Jengic, Vesna Sendula ;
Buretic-Tomljanovic, Alena .
PROSTAGLANDINS LEUKOTRIENES AND ESSENTIAL FATTY ACIDS, 2020, 155
[8]   Potential use of the topical niacin skin test in early psychosis - a combined approach using optical reflection spectroscopy and a descriptive rating scale [J].
Smesny, S ;
Berger, G ;
Rosburg, T ;
Riemann, S ;
Riehemann, S ;
McGorry, P ;
Sauer, H .
JOURNAL OF PSYCHIATRIC RESEARCH, 2003, 37 (03) :237-247
[9]   Endophenotype properties of niacin sensitivity as marker of impaired prostaglandin signalling in Schizophrenia [J].
Smesny, Stefan ;
Klemm, Silke ;
Stockebrand, Margit ;
Grunwald, Sebastian ;
Gerhard, Uwe-Jens ;
Rosburg, Timm ;
Sauer, Heinrich ;
Blanz, Bernhard .
PROSTAGLANDINS LEUKOTRIENES AND ESSENTIAL FATTY ACIDS, 2007, 77 (02) :79-85
[10]  
WHO, 2019, SCHIZ