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Deep residual contextual and subpixel convolution network for automated neuronal structure segmentation in micro-connectomics 期刊论文
Computer Methods and Programs in Biomedicine, 2022, 卷号: 219, 页码: 106759
作者:  Xiao, Chi;  Hong, Bei;  Liu, Jing;  Tang, Yuanyan;  Xie, Qiwei;  Han, Hua
Adobe PDF(2731Kb)  |  收藏  |  浏览/下载：197/51  |  提交时间：2023/01/12
Deep learning  Neuronal structure segmentation  Subpixel convolution  Electron microscopy  Micro-Connectomics  
An innovative method for screening and evaluating the degree of diabetic retinopathy and drug treatment based on artificial intelligence algorithms 期刊论文
PHARMACOLOGICAL RESEARCH, 2020, 卷号: 159, 页码: 9
作者:  Xie, Qiwei;  Liu, Yanfei;  Huang, Hui;  Hong, Bei;  Wang, Jinxin;  Han, Hua;  Liu, Yue
收藏  |  浏览/下载：201/0  |  提交时间：2020/12/04
Diabetic retinopathy  Artificial intelligence  Method  Hematoxylin-eosin  Chinese medicine  
An Effective Encoder-Decoder Network for Neural Cell Bodies and Cell Nucleus Segmentation of EM Images 会议论文
, 德国柏林, 2019-7
作者:  Jiang Yi;  Xiao Chi;  Li Linlin;  Shen Lijun;  Chen Xi;  Han Hua
Adobe PDF(6217Kb)  |  收藏  |  浏览/下载：173/48  |  提交时间：2022/06/14
Encoder-Decoder  Electron Microscopy  Neural Cell Bodies  Cell Nucleus  Image Segmentation  
Effective automated pipeline for 3D reconstruction of synapses based on deep learning 期刊论文
BMC Bioinformatics, 2018, 卷号: 19, 期号: 1, 页码: 263
作者:  Xiao, Chi;  Li, Weifu;  Deng, Hao;  Chen, Xi;  Yang, Yang;  Xie, QiWei;  Han, Hua
浏览  |  Adobe PDF(7961Kb)  |  收藏  |  浏览/下载：304/96  |  提交时间：2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
Large scale three-dimensional reconstruction of an entire &ITCaenorhabditis elegans&IT larva using AutoCUTS-SEM 期刊论文
JOURNAL OF STRUCTURAL BIOLOGY, 2017, 卷号: 200, 期号: 2, 页码: 87-96
作者:  Li, Xixia;  Ji, Gang;  Chen, Xi;  Ding, Wei;  Sun, Lei;  Xu, Wei;  Han, Hua;  Sun, Fei
浏览  |  Adobe PDF(1537Kb)  |  收藏  |  浏览/下载：404/160  |  提交时间：2018/10/10
Automation  Caenorhabditis Elegans  Scanning Electron Microscopy  3d Reconstruction  Volume Electron Microscopy  
Deep Learning and Shapes Similarity for Joint Segmentation and Tracing single Neurons in SEM images 会议论文
, 美国 奥兰多, 2017-2-10
作者:  Rao Q(饶强);  Xiao C(肖驰);  Han H(韩华);  Shen LJ(沈丽君);  Chen X(陈曦);  Xie QW(谢启伟)
浏览  |  Adobe PDF(1219Kb)  |  收藏  |  浏览/下载：417/198  |  提交时间：2017/06/06
Deep Convolutional Neural Network  Active Contour  Neuron Reconstruction  Membrane Detection Probability Map  Neuron Tracing