Article

Unsupervised Neural Tracing in Densely Labeled Multispectral Brainbow Images

2020-06-08

Abstract excerpt

Reconstructing neuron morphology is central to uncovering the complexity of the nervous system. That is because the morphology of a neuron essentially provides the physical constraints to its intrinsic electrophysiological properties and its connectivity. Recent advances in imaging technologies generated large quantities of high-resolution 3D images of neurons in the brain. Furthermore, the multispectral labeling...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 41c3f67c-ea25-5147-bf38-bd9c29b4f29f
DOI: 10.1101/2020.06.07.138941

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Unsupervised Neural Tracing in Densely Labeled Multispectral Brainbow ImagesDOI 10.1101/2020.06.07.138941Read

Semantic segmentation of microscopic neuroanatomical data by combining topological priors with encoder-decoder deep networksSemantic proximity Read

Automated 3D Neuron Tracing with Precise Branch Erasing and Confidence Controlled Back-TrackingSemantic proximity Read

Sparse Annotation is Sufficient for Bootstrapping Dense Neuron SegmentationSemantic proximity Read

CellBoost: A pipeline for machine assisted annotation in neuroanatomySemantic proximity Read

High precision automated detection of labeled nuclei in Gigapixel resolution image data of Mouse BrainSemantic proximity Read

UniSPAC: A Unified Segmentation Framework for Proofreading and Annotation in ConnectomicsSemantic proximity Read

Graph-based characterization of in vitro neuronal network maturation using machine learning and digital holographic microscopySemantic proximity Read

Segmentation Matters: Recognizing the Cell Segmentation Challenge in Spatial TranscriptomicsSemantic proximity Read

Automated neuropil segmentation of fluorescent images for Drosophila brainsSemantic proximity Read

A representative reference for MRI-based human axon radius assessment using light microscopySemantic proximity Read

Axons morphometry in the human spinal cordSemantic proximity Read

Tractography-based automated identification of the retinogeniculate visual pathway with novel microstructure-informed supervised contrastive learningSemantic proximity Read