Quantification of Axonal Projections from Whole-Brain Slide Images v1

Purpose To provide a standardized method for processing andanalyzing immunofluorescence images of mouse brain sections to quantify axonalprojections. The pipeline consists of four main stages: Cropping individualbrain sections from whole-slide scans, generating multi-channel TIFFs, warpingimages to a standard atlas for anatomical alignment, and applying a tubenessalgorithm to identify and isolate axons for quantification. ScopeThis protocol applies to .VSI files generated from scanned immunofluorescenceslides. It is designed for use with CellSense software for initial cropping andFiji (ImageJ) for all subsequent image processing and analysis. Please find an image PDF attached to help follow the protocol

Authors

Publication Details

Published
2025-09-30
DOI
https://doi.org/10.17504/protocols.io.6qpvrwrjplmk/v1
Primary Topic
Medical Imaging and Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Quantification of Axonal Projections from Whole-Brain Slide Images v1

Anish Kumar Singh, Oscar A. Ramos, divya.darwinarulseeli not provided
Medical Imaging and Analysis
article

Quantification of Axonal Projections from Whole-Brain Slide Images v1

Anish Kumar Singh, Oscar A. Ramos, divya.darwinarulseeli not provided
article en

Abstract

Purpose To provide a standardized method for processing andanalyzing immunofluorescence images of mouse brain sections to quantify axonalprojections. The pipeline consists of four main stages: Cropping individualbrain sections from whole-slide scans, generating multi-channel TIFFs, warpingimages to a standard atlas for anatomical alignment, and applying a tubenessalgorithm to identify and isolate axons for quantification. ScopeThis protocol applies to .VSI files generated from scanned immunofluorescenceslides. It is designed for use with CellSense software for initial cropping andFiji (ImageJ) for all subsequent image processing and analysis. Please find an image PDF attached to help follow the protocol

Openalex Percentile: Top 72%
Medical Imaging and Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.