Cargando…

Morphological Neuron Classification Using Machine Learning

Classification and quantitative characterization of neuronal morphologies from histological neuronal reconstruction is challenging since it is still unclear how to delineate a neuronal cell class and which are the best features to define them by. The morphological neuron characterization represents...

Descripción completa

Detalles Bibliográficos
Autores principales:	Vasques, Xavier, Vanel, Laurent, Villette, Guillaume, Cif, Laura
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2016
Materias:	Neuroanatomy
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5088188/ https://www.ncbi.nlm.nih.gov/pubmed/27847467 http://dx.doi.org/10.3389/fnana.2016.00102

Ejemplares similares

Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M-type classification
por: Vasques, Xavier, et al.
Publicado: (2023)

Parallel Development of Chromatin Patterns, Neuron Morphology, and Connections: Potential for Disruption in Autism
por: García-Cabezas, Miguel Á, et al.
Publicado: (2018)

Morphological investigations of endomorphin-2 and spinoparabrachial projection neurons in the spinal dorsal horn of the rat
por: Yin, Jun-Bin, et al.
Publicado: (2022)

Individual Neurons Confined to Distinct Antennal-Lobe Tracts in the Heliothine Moth: Morphological Characteristics and Global Projection Patterns
por: Ian, Elena, et al.
Publicado: (2016)

Weakly Supervised Learning of 3D Deep Network for Neuron Reconstruction
por: Huang, Qing, et al.
Publicado: (2020)

Cellular and molecular alterations in neurons and glial cells in inherited retinal degeneration
por: Martínez-Gil, Natalia, et al.
Publicado: (2022)

Machine learning-based segmentation of the rodent hippocampal CA2 area from Nissl-stained sections
por: Takeuchi, Yuki, et al.
Publicado: (2023)

Cortical GABAergic Neurons: Stretching It
por: Rockland, Kathleen S., et al.
Publicado: (2012)

Neuron Names: A Gene- and Property-Based Name Format, With Special Reference to Cortical Neurons
por: Shepherd, Gordon M., et al.
Publicado: (2019)

Neuronal and non-neuronal scaling across brain regions within an intercross of domestic and wild chickens
por: Cunha, Felipe, et al.
Publicado: (2022)

Mapping Central Projection of Oxytocin Neurons in Unmated Mice Using Cre and Alkaline Phosphatase Reporter
por: Liao, Po-Yu, et al.
Publicado: (2020)

Occurrence of new neurons in the piriform cortex
por: Yuan, Ti-Fei, et al.
Publicado: (2015)

Interpreting the Entire Connectivity of Individual Neurons in Micropatterned Neural Culture With an Integrated Connectome Analyzer of a Neuronal Network (iCANN)
por: Kim, June Hoan, et al.
Publicado: (2021)

Neuron Class and Target Variability in the Three-Dimensional Localization of SK2 Channels in Hippocampal Neurons as Detected by Immunogold FIB-SEM
por: Luján, Rafael, et al.
Publicado: (2021)

Astrocyte morphology, heterogeneity, and density in the developing African giant rat (Cricetomys gambianus)
por: Olude, Matthew A., et al.
Publicado: (2015)

Abnormal surface morphology of the central sulcus in children with attention-deficit/hyperactivity disorder
por: Li, Shuyu, et al.
Publicado: (2015)

Morphological Plasticity of the Retina of Viperidae Snakes Is Associated With Ontogenetic Changes in Ecology and Behavior
por: Tashiro, Juliana H., et al.
Publicado: (2022)

Morphology of the murine choroid plexus: Attachment regions and spatial relation to the subarachnoid space
por: Greiner, Theresa, et al.
Publicado: (2022)

Morphological and phenotypical characteristics of porcine satellite glial cells of the dorsal root ganglia
por: Zdora, Isabel, et al.
Publicado: (2022)

Dogs Have the Most Neurons, Though Not the Largest Brain: Trade-Off between Body Mass and Number of Neurons in the Cerebral Cortex of Large Carnivoran Species
por: Jardim-Messeder, Débora, et al.
Publicado: (2017)

Neuronal Organization of Deep Brain Opsin Photoreceptors in Adult Teleosts
por: Hang, Chong Yee, et al.
Publicado: (2016)

The Circuitry of Olfactory Projection Neurons in the Brain of the Honeybee, Apis mellifera
por: Zwaka, Hanna, et al.
Publicado: (2016)

The Genesis of Cerebellar GABAergic Neurons: Fate Potential and Specification Mechanisms
por: Leto, Ketty, et al.
Publicado: (2012)

Neocortical calretinin neurons in primates: increase in proportion and microcircuitry structure
por: Džaja, Domagoj, et al.
Publicado: (2014)

Activated Oxytocin Neurons in the PVN-DVC Pathway in Asthmatic Rats
por: Chen, Zhe, et al.
Publicado: (2020)

Monosynaptic Projections to Excitatory and Inhibitory preBötzinger Complex Neurons
por: Yang, Cindy F., et al.
Publicado: (2020)

The Stereological Analysis and Spatial Distribution of Neurons in the Human Subthalamic Nucleus
por: Bokulić, Ema, et al.
Publicado: (2021)

Serotonergic Neurons in the Brain and Gnathal Ganglion of Larval Spodoptera frugiperda
por: Zhang, Jia-Jia, et al.
Publicado: (2022)

Hypothalamic orexinergic neuron changes during the hibernation of the Syrian hamster
por: López, Jesús M., et al.
Publicado: (2022)

Human and mouse cortical astrocytes: a comparative view from development to morphological and functional characterization
por: Degl’Innocenti, Elisa, et al.
Publicado: (2023)

Morphological and Ultrastructural Characterization of Antennal Sensilla and the Detection of Floral Scent Volatiles in Eupeodes corollae (Diptera: Syrphidae)
por: Dong, Wan-Ying, et al.
Publicado: (2021)

Layer- and Cell Type-Specific Modulation of Excitatory Neuronal Activity in the Neocortex
por: Radnikow, Gabriele, et al.
Publicado: (2018)

A Quantitative Analysis of the Distribution of CRH Neurons in Whole Mouse Brain
por: Peng, Jie, et al.
Publicado: (2017)

Capicua Regulates Dendritic Morphogenesis Through Ets in Hippocampal Neurons in vitro
por: Li, Keqin, et al.
Publicado: (2021)

Single-Neuron Labeling in Fixed Tissue and Targeted Volume Electron Microscopy
por: Turegano-Lopez, Marta, et al.
Publicado: (2022)

Phenotype and Distribution of Immature Neurons in the Human Cerebral Cortex Layer II
por: Coviello, Simona, et al.
Publicado: (2022)

Differential Serotonergic Modulation of Principal Neurons and Interneurons in the Anterior Piriform Cortex
por: Piszár, Ildikó, et al.
Publicado: (2022)

High-Resolution Insights Into the in vitro Developing Blood-Brain Barrier: Novel Morphological Features of Endothelial Nanotube Function
por: Mentor, Shireen, et al.
Publicado: (2021)

Prenatal Low-Protein and Low-Calorie Diets Differentially Alter Arcuate Nucleus Morphology in Newborn Male Rats
por: Blanco, Noemí, et al.
Publicado: (2022)

Evidence for Decreased Density of Calretinin-Immunopositive Neurons in the Caudate Nucleus in Patients With Schizophrenia
por: Adorjan, Istvan, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_5af4fdtpd3jjk60if6etcoicrp