Whole-Brain Batch Pipeline | PanoBrain Glossary

Definition

An automated workflow that chains slide scanning, atlas registration, nuclear segmentation, marker classification, and per-region quantification across an entire cohort. It produces per-region data tables with minimal hands-on time.

Cohort Scale

Hundreds of sections processed automatically

Reproducible

Identical processing for every section

The Complete Pipeline

The PanoBrain + StrataQuest batch pipeline:

Scan: PanoBrain batch-processes all slides automatically
Register: Panolyzer assigns atlas coordinates to each section
Segment: StrataQuest detects all nuclei using deep learning
Classify: marker-positive cells are identified per channel
Quantify: per-region measurements are extracted for all atlas regions
Export: summary tables ready for statistical analysis

A complete cohort study (20 animals, 10 sections each, 200 total sections) can be processed from slides to data tables with minimal hands-on time.

Connected Terms

Nuclear Segmentation in Brain Tissue Category Related
Whole-Slide Brain Scanning Related
Brain Region Quantification Related
Automated ROI from Atlas Category
Spatial Distribution Analysis Category
Marker-Positive Cell Classification Category