A rapid workflow for neuron counting in combined light sheet microscopy and magnetic resonance histology
Information on regional variation in cell numbers and densities in the CNS provides critical
insight into structure, function, and the progression of CNS diseases. However, variability …
insight into structure, function, and the progression of CNS diseases. However, variability …
A Rapid and Sensitive Automated Image‐Based Approach for In Vitro and In Vivo Characterization of Cell Morphology and Quantification of Cell Number and Neurite …
V Tapias, JT Greenamyre - Current Protocols in Cytometry, 2014 - Wiley Online Library
Stereological methods for tissue cell counting, specifically for neuron quantification,
decrease systematic error and sampling bias; however, they are tedious, labor intensive …
decrease systematic error and sampling bias; however, they are tedious, labor intensive …
A multimodal imaging and analysis pipeline for creating a cellular census of the human cerebral cortex
Cells are not uniformly distributed in the human cerebral cortex. Rather, they are arranged in
a regional and laminar fashion that span a range of scales. Here we demonstrate an …
a regional and laminar fashion that span a range of scales. Here we demonstrate an …
[HTML][HTML] Evaluating cellularity and structural connectivity on whole brain slides using a custom-made digital pathology pipeline
T Roetzer, K Leskovar, N Peter, J Furtner… - Journal of Neuroscience …, 2019 - Elsevier
Aims In brain research, the histopathological examination of coronar whole-brain slides
provides important insights into spatial disease characteristics. Regarding brain tumor …
provides important insights into spatial disease characteristics. Regarding brain tumor …
Quantification of neuronal density across cortical depth using automated 3D analysis of confocal image stacks
JG Kelly, MJ Hawken - Brain Structure and Function, 2017 - Springer
A new framework for measuring densities of immunolabeled neurons across cortical layers
was implemented that combines a confocal microscopy sampling strategy with automated …
was implemented that combines a confocal microscopy sampling strategy with automated …
[HTML][HTML] Quantifying how staining methods bias measurements of neuron morphologies
The process through which neurons are labeled is a key methodological choice in
measuring neuron morphology. However little is known about how this choice may bias …
measuring neuron morphology. However little is known about how this choice may bias …
NeuroMorphoVis: a collaborative framework for analysis and visualization of neuronal morphology skeletons reconstructed from microscopy stacks
M Abdellah, J Hernando, S Eilemann, S Lapere… - …, 2018 - academic.oup.com
Motivation From image stacks to computational models, processing digital representations of
neuronal morphologies is essential to neuroscientific research. Workflows involve various …
neuronal morphologies is essential to neuroscientific research. Workflows involve various …
Multiplexed and scalable cellular phenotyping toward the standardized three-dimensional human neuroanatomy
TC Murakami, N Heintz - bioRxiv, 2022 - biorxiv.org
The advent of three-dimensional histological methods has advanced studies of cellular-
resolution anatomy of the brain. The use of whole-mount staining and tissue clearing has …
resolution anatomy of the brain. The use of whole-mount staining and tissue clearing has …
Petabyte-scale multi-morphometry of single neurons for whole brains
Recent advances in brain imaging allow producing large amounts of 3-D volumetric data
from which morphometry data is reconstructed and measured. Fine detailed structural …
from which morphometry data is reconstructed and measured. Fine detailed structural …
ANMAF: an automated neuronal morphology analysis framework using convolutional neural networks
Measurement of neuronal size is challenging due to their complex histology. Current
practice includes manual or pseudo-manual measurement of somatic areas, which is labor …
practice includes manual or pseudo-manual measurement of somatic areas, which is labor …