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检测人体和模型生物体对实验因素的类似高维反应Detecting similar high-dimensional responses to experimental factors from human and model organism |
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| 课程网址: | http://videolectures.net/nipsworkshops2011_suvitaival_organism/ |
| 主讲教师: | Tommi Suvitaival |
| 开课单位: | 阿尔托大学 |
| 开课时间: | 2012-01-23 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We present a Bayesian model for analysing the effect of multiple experimental factors in two-species studies without the requirement of a priori known matching. From model studies of human diseases, conducted using *omics technologies and various model organisms, the question emerges: is there something similar in the molecular responses of the different organisms under certain conditions, such as healthy vs. diseased? Our approach provides a generative model for the task of analysing multi-species data, naturally taking into account the additional information about the affecting factors such as gender, age, treatment, or disease status. |
| 关 键 词: | 贝叶斯模型; 分子反应; 生成模型 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-09-07：lxf |
| 阅读次数: | 64 |