图 书 馆
从显微镜图像到细胞过程模型From Microscopy Images to Models of Cellular Processes |
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| 课程网址: | http://videolectures.net/ecmlpkdd08_freund_mymcp/ |
| 主讲教师: | Yoav Freund |
| 开课单位: | 加州大学圣地亚哥分校 |
| 开课时间: | 2010-03-29 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | The advance of fluorescent tagging and of confocal microscopy is allowing biologists to image biochemical processes at a level of detail that was unimaginable just a few years ago. However, as the analysis of these images is done mostly by hand, there is a severe bottleneck in transforming these images into useful quantitative data that can be used to evaluate mathematical models. One of the inherent challenges involved in automating this transformation is that image data is highly variable. This requires a recalibration of the image processing algorithms for each experiment. We use machine learning methods to enable the experimentalist to calibrate the image processing methods without having any knowledge of how these methods work. This, we believe, will allow the rapid integration of computer vision methods with confocal microscopy and open the way to the development of quantitative spatial models of cellular processes. |
| 关 键 词: | 荧光标记; 共聚焦显微镜; 图像处理算法 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2021-02-03：nkq |
| 阅读次数: | 40 |