Automated Classification of Bipolar, Schizophrenic, and Healthy Individuals Via Multiple Spatial ICA Functional Brain `Modes''

机译：通过多种空间ICA功能大脑“模式”自动分类双相，精神分裂症和健康个体

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Schizophrenia (SZ) and bipolar disorder (BP) are currently diagnosed on the basis of a constellation of psychiatric symptoms and longitudinal course. The clinical profile of SZ and BP can sometimes look similar, especially when symptoms are overlapping. T

机译：目前根据精神症状和纵向病程来诊断精神分裂症（SZ）和双相情感障碍（BP）。 SZ和BP的临床特征有时看起来相似，尤其是症状重叠时。 Ť

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《Machine Learning for Signal Processing, 2006 IEEE Workshop on; Maynooth,Ireland》||P.371-376|共6页
会议地点 MaynoothIreland
作者
Calhoun; V.; Pearlson; G.; Kiehl; K.;
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原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
biomedical MRI; brain; diseases; feature extraction; image classification; image segmentation; independent component analysis; medical image processing; minimisation; neurophysiology; adaptive image threshold; automated supervised classification algorithm; bipolar d;

机译：生物医学MRI;脑;疾病;特征提取;图像分类;图像分割;独立成分分析;医学图像处理;最小化;神经生理学;自适应图像阈值;自动监督分类算法;双极d;

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1. Frontal brain activity in individuals at risk for schizophrenic psychosis and bipolar disorder during the emotional Stroop task – an fNIRS study [J] . Aleksandra Aleksandrowicz, Florence Hagenmuller, Helene Haker, NeuroImage: Clinical . 2020,第1期

机译：在情感速度任务期间，精神分裂症心理学症和双相情感危险的个体脑活动 - FNIRS研究
2. The miR-137 schizophrenia susceptibility variant rs1625579 does not predict variability in brain volume in a sample of schizophrenic patients and healthy individuals [J] . RoseE.J., MorrisD.W., FaheyC., American journal of medical genetics, Part B. Neuropsychiatric genetics: the official publication of the International Society of Psychiatric Genetics . 2014,第6期

机译：miR-137精神分裂症易感性变量rs1625579无法预测精神分裂症患者和健康个体样本中脑容量的变异性
3. Myelination and Brain Electrophysiology in Healthy and Schizophrenic Individuals [J] . Neuropsychopharmacology . 2003,第6期

机译：健康和精神分裂症患者的髓鞘形成和脑电生理
4. AUTOMATED CLASSIFICATION OF BIPOLAR, SCHIZOPHRENIC, AND HEALTHY INDIVIDUALS VIA MULTIPLE SPATIAL ICA FUNCTIONAL BRAIN 'MODES' [C] . V. Calhoun, G. Pearlson, K. Kiehl IEEE Workshop on Machine Learning for Signal Processing . 2006

机译：通过多个空间ICA功能性大脑“模式”自动分类双极，精神分裂症和健康个体
5. Development of the multiple model broker, a system integrating stormwater and groundwater models of different spatial and temporal scales using embedded GIS functionality. [D] . Rowan, Andrew Thomas. 2001

机译：开发了多模型代理程序，该系统使用嵌入式GIS功能集成了不同时空尺度的雨水和地下水模型。
6. Frontal brain activity in individuals at risk for schizophrenic psychosis and bipolar disorder during the emotional Stroop task – an fNIRS study [O] . Aleksandra Aleksandrowicz, Florence Hagenmuller, Helene Haker, 2020

机译：fNIRS研究表明在情绪化的Stroop任务中处于精神分裂症和双相情感障碍风险中的个体的额叶大脑活动
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Automated Classification of Bipolar, Schizophrenic, and Healthy Individuals Via Multiple Spatial ICA Functional Brain `Modes''

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