Data-driven morphological feature perception of single neuron with graph neural network
T Zhu, G Yao, D Hu, C Xie, P Li, X Yang… - … on Medical Imaging, 2023 - ieeexplore.ieee.org
Clarifying the morphological characteristics of neurons can promote the understanding of
brain function. However, traditional morphometrics fail to capture the modeling of each point …
brain function. However, traditional morphometrics fail to capture the modeling of each point …
Migraine and peripheral pain models show differential alterations in neuronal complexity
Z Bertels, E Mangutov, C Conway… - … : The Journal of …, 2022 - Wiley Online Library
Objective Our laboratory has recently shown that there is a decrease in neuronal complexity
in head pain processing regions in mouse models of chronic migraine‐associated pain and …
in head pain processing regions in mouse models of chronic migraine‐associated pain and …
MorphoGNN: Morphological embedding for single neuron with graph neural networks
T Zhu, G Yao, D Hu, C Xie, H Gong, A Li - bioRxiv, 2022 - biorxiv.org
With the development of optical imaging systems, neuroscientists can now obtain large
datasets of morphological structure at a single neuron scale positioned across the whole …
datasets of morphological structure at a single neuron scale positioned across the whole …