Software tools segment and quantify cells and structures in microscopy images.
Steps: preprocessing, segmentation, feature extraction, tracking and statistics. Tools: ImageJ/Fiji, CellProfiler, and deep learning (Cellpose, StarDist). Reproducible pipelines are crucial.
Avoid image manipulation that distorts data. Keep raw images. Automated pipelines reduce bias.
Example: CellProfiler counts cells and measures fluorescence in hundreds of images.
Software tools segment and quantify cells and structures in microscopy images.
Bioimage Analysis is one of the 51 topics in Lab Methods & Biostatistics. It is rated Advanced, so it suits learners who want specialist depth. Related topics in this area include Flow Cytometry, Experimental Design, Mass Spectrometry.
Automated counting of cells in wound healing assays.
Work through the Beginner topics in Lab Methods & Biostatistics first, such as Scientific Method, Hypothesis, Variables, then return to Bioimage Analysis. Advanced topics assume the Intermediate vocabulary.
The closest topics to Bioimage Analysis are Flow Cytometry, Experimental Design, Mass Spectrometry, Super-Resolution Microscopy. Comparing them side by side is a good way to see how the ideas connect.
Read the summary and the in-depth section, then use the quick check on the interactive lesson for Bioimage Analysis. To practise the whole of Lab Methods & Biostatistics, use the Lab Methods & Biostatistics quiz.
Bioimage Analysis: Software tools segment and quantify cells and structures in microscopy images. Flow Cytometry: Cells pass through a laser one at a time and are counted and characterised by fluorescent markers. Read both side by side and note what each one explains.
First, read the summary and write the definition in your own words. Second, read the in-depth section and note any example. Third, compare it with Flow Cytometry and explain the difference aloud. Finally, take the Lab Methods & Biostatistics quiz and come back to this page for any question you miss.
Cells pass through a laser one at a time and are counted and characterised by fluorescent markers.
📊 Lab Methods & BiostatisticsRandomisation, replication, blocking and blinding reduce bias and confounding.
📊 Lab Methods & BiostatisticsMeasures mass-to-charge ratios to identify and quantify proteins and metabolites.
📊 Lab Methods & BiostatisticsTechniques such as STORM and STED beat the diffraction limit to image structures down to tens of nanometres.
📊 Lab Methods & Biostatistics