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Electron Microscopy Image Segmentation

Papers

Showing 116 of 16 papers

TitleStatusHype
CEM500K – A large-scale heterogeneous unlabeled cellular electron microscopy image dataset for deep learningCode1
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality MicroscopyCode1
Dense cellular segmentation for EM using 2D–3D neural network ensemblesCode0
UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic ImagesCode0
Attention-Guided Residual U-Net with SE Connection and ASPP for Watershed-Based Cell Segmentation in Microscopy ImagesCode0
DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy ImagesCode0
Large-Scale Electron Microscopy Image Segmentation in SparkCode0
SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image SegmentationCode0
Superhuman Accuracy on the SNEMI3D Connectomics ChallengeCode0
TeraVR empowers precise reconstruction of complete 3-D neuronal morphology in the whole brainCode0
Biologically-Constrained Graphs for Global Connectomics Reconstruction0
Dense Transformer Networks for Brain Electron Microscopy Image Segmentation0
An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation0
High-Precision Automated Reconstruction of Neurons with Flood-filling Networks0
Understanding Important Features of Deep Learning Models for Transmission Electron Microscopy Image Segmentation0
Learning Metric Graphs for Neuron Segmentation In Electron Microscopy Images0
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