A combined fully convolutional networks and deformable model for automatic left ventricle segmentation based on 3D echocardiography

S Dong, G Luo, K Wang, S Cao, Q Li… - BioMed research …, 2018 - Wiley Online Library
Segmentation of the left ventricle (LV) from three‐dimensional echocardiography (3DE)
plays a key role in the clinical diagnosis of the LV function. In this work, we proposed a new …

Automated neuron tracing using probability hypothesis density filtering

M Radojević, E Meijering - Bioinformatics, 2017 - academic.oup.com
Motivation The functionality of neurons and their role in neuronal networks is tightly
connected to the cell morphology. A fundamental problem in many neurobiological studies …

Automated neuron reconstruction from 3D fluorescence microscopy images using sequential Monte Carlo estimation

M Radojević, E Meijering - Neuroinformatics, 2019 - Springer
Microscopic images of neuronal cells provide essential structural information about the key
constituents of the brain and form the basis of many neuroscientific studies. Computational …

SparseTracer: the reconstruction of discontinuous neuronal morphology in noisy images

S Li, H Zhou, T Quan, J Li, Y Li, A Li, Q Luo, H Gong… - Neuroinformatics, 2017 - Springer
Digital reconstruction of a single neuron occupies an important position in computational
neuroscience. Although many novel methods have been proposed, recent advances in …

Brain-wide shape reconstruction of a traced neuron using the convex image segmentation method

S Li, T Quan, H Zhou, Q Huang, T Guan, Y Chen, C Xu… - Neuroinformatics, 2020 - Springer
Neuronal shape reconstruction is a helpful technique for establishing neuron identity,
inferring neuronal connections, mapping neuronal circuits, and so on. Advances in optical …

Identifying weak signals in inhomogeneous neuronal images for large-scale tracing of sparsely distributed neurites

S Li, T Quan, H Zhou, FF Yin, A Li, L Fu, Q Luo, H Gong… - Neuroinformatics, 2019 - Springer
Tracing neurites constitutes the core of neuronal morphology reconstruction, a key step
toward neuronal circuit mapping. Modern optical-imaging techniques allow observation of …

In vitro differentiation of human bone marrow stromal cells into neural precursor cells using small molecules

A Sallam, T Sudha, NHE Darwish, S Eghotny… - Journal of Neuroscience …, 2021 - Elsevier
Background Neurogenic differentiation of human marrow stromal stem cells (hMSCs) into
neural precursor cells (NPCs) offers new hope in many neurological diseases. Stromal cells …

DeepRayburst for automatic shape analysis of tree-like structures in biomedical images

Y Jiang, W Chen, M Liu, Y Wang… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Precise quantification of tree-like structures from biomedical images, such as neuronal
shape reconstruction and retinal blood vessel caliber estimation, is increasingly important in …

[PDF][PDF] 神经元形态重建进展及趋势

李诗玮, 全廷伟, 周航, 李安安, 付玲, 龚辉… - Chinese Science …, 2017 - researchgate.net
摘要神经元形态重建是指从图像中挖掘表征神经纤维特征的量化数据. 该技术在神经元类型识别
, 神经回路绘制, 脑图谱构建等众多脑科学基础研究中发挥重要应用, 也会为人工智能领域的多项 …

Small dendritic synapses enhance temporal coding in a model of cochlear nucleus bushy cells

E Koert, T Kuenzel - Journal of Neurophysiology, 2021 - journals.physiology.org
Spherical bushy cells (SBCs) in the anteroventral cochlear nucleus receive a single or very
few powerful axosomatic inputs from the auditory nerve. However, SBCs are also contacted …