An effective AI integrated system for neuron tracing on anisotropic electron microscopy volume

•Highlight•Convolutional LSTMs and 2D convolution are used to estimate the inter- and intraslice features simultaneously.•A shift estimation and correction module is proposed to solve the misalignments problem in large-scale data.•A novel recursive mode is introduced into the training process, which...

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Veröffentlicht in:	Biomedical signal processing and control 2021-08, Vol.69, p.102829, Article 102829
Hauptverfasser:	Liu, Jing, Hong, Bei, Chen, Xi, Xie, Qiwei, Tang, Yuanyan, Han, Hua
Format:	Artikel
Sprache:	eng
Schlagworte:	Convolutional LSTM Deep learning Electron microscopy Engineering Engineering, Biomedical Neuron tracing Science & Technology Technology
Online-Zugang:	Volltext
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