Frontiers in Neuroinformatics · 2020 · 89 citations · 18 references
MedicineNeurobiologyNeuroscienceBiomedical ImagingHistologyNeuroanatomyBrain ImagingCellular VisualizationComputational NeuroanatomyImage ProcessingMedical Image AnalysisGraphical User InterfacesHistological OrganizationHistopathological Image AnalysisHistopathology Image AnalysisMulti-core ComputingPost-processing PipelinesPost-processing WorkflowRodent Brain Anatomy
With recent technological advances in microscopy and image acquisition of tissue sections, further developments of tools are required for viewing, transforming and analysing the ever-increasing amounts of high-resolution data produced. In the field of neuroscience, histological images of whole rodent brain sections are commonly used for investigating brain connections as well as cellular and molecular organisation in the normal and diseased brain, but present a problem for the typical neuroscientist with no or limited programming experience in terms of the pre- and post-processing steps needed for analysis. To meet this need we have designed Nutil, an open access and stand-alone executable software that enables automated transformations, post-processing, and analyses of 2D section images using multi-core processing (OpenMP). The software is written in C++ for efficiency, and provides the user with a clean and easy graphical user interface for specifying the input and output parameters. Nutil currently contains four separate tools: 1) A transformation toolchain named “Transform” that allows for rotation, mirroring and scaling, resizing and renaming of very large tiled tiff images. 2) “TiffCreator” enables the generation of tiled TIFF images from other image formats such as PNG and JPEG. 3) A “Resize” tool completes the preprocessing toolset and allows resizing of PNG and JPEG images with output in PNG format. 4) The fourth tool is a post-processing method called "Quantifier" that enables the quantification of segmented objects in regions defined by brain atlas maps generated with the QuickNII software based on a 3D reference atlas (mouse or rat). The output consists of a set of report files, point cloud coordinate files for visualisation in reference atlas space, and reference atlas images superimposed with colour-coded objects. The Nutil software is made available by the Human Brain Project (www.humanbrainproject.eu) at https://www.nitrc.org/projects/nutil/).
18
NIH Image to ImageJ: 25 years of image analysis
Caroline A Schneider, Wayne Rasband, Kevin W. Eliceiri · Nature Methods · 2012 · 65.2K citations
Genome-wide atlas of gene expression in the adult mouse brain
Ed S. Lein, Michael Hawrylycz, Nancy Ao et al. · Nature · 2006 · 6K citations
A mesoscale connectome of the mouse brain
Seung Wook Oh, Julie A. Harris, Lydia Ng et al. · Nature · 2014 · 2.9K citations · Full text
Waxholm Space atlas of the Sprague Dawley rat brain
Eszter A. Papp, Trygve B. Leergaard, Evan Calabrese et al. · NeuroImage · 2014 · 430 citations · Full text
Medicine, Anatomy, Neuroscience +17