TIGP--High-throughput image-based drug screening
- 講者許鈞南 教授 (中研院資訊所)
邀請人：潘慰慈小姐 - 時間2011-11-17 (Thu.) 14:00 ~ 15:30
- 地點本所新館一樓106演講廳
摘要
The recent development of high-throughput drug profiling (high content screening or HCS) provides a large amount of quantitative multidimensional data. Despite its potentials, it poses challenges for detecting the effectiveness of thousands of drug candidates from a large volume of cell microscopic images. This talk will present graph-based machine learning methods to quantify morphological differences of high-dimensional subcellular features and how to apply the method to discover candidate drugs for genetic disorders from microscopic images of induced stem-cells.