Preprocessing Extracted Features

Preprocessing Extracted Features

Preprocessing extracted features from cell painting images is an essential step in image-based profiling because it helps to ensure that the data is of high quality and is ready for further analysis. This can help to eliminate sources of error or bias in the data,...
High Content Screening platform: A Case Study

High Content Screening platform: A Case Study

High content screening (HCS) is a powerful tool for understanding the effects of drugs, small molecules, and genetic manipulations on cells. The process involves imaging cells at high throughput and using software to analyze the images and extract quantitative data....
Image Quality Control

Image Quality Control

The verification of image quality in high throughput experiments is virtually impossible to do by hand, that is why you can use automated methods to objectively label and remove images and cells that are affected by artifacts. These strategies aim to reduce the...