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Electron Microscopy Image Segmentation

Papers

Showing 1–16 of 16 papers

TitleStatusHype
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
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality MicroscopyCode1
Dense cellular segmentation for EM using 2D–3D neural network ensemblesCode0
CEM500K – A large-scale heterogeneous unlabeled cellular electron microscopy image dataset for deep learningCode1
Understanding Important Features of Deep Learning Models for Transmission Electron Microscopy Image Segmentation—0
Dense Transformer Networks for Brain Electron Microscopy Image Segmentation—0
TeraVR empowers precise reconstruction of complete 3-D neuronal morphology in the whole brainCode0
Biologically-Constrained Graphs for Global Connectomics Reconstruction—0
UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic ImagesCode0
Learning Metric Graphs for Neuron Segmentation In Electron Microscopy Images—0
High-Precision Automated Reconstruction of Neurons with Flood-filling Networks—0
Superhuman Accuracy on the SNEMI3D Connectomics ChallengeCode0
SSHMT: Semi-supervised Hierarchical Merge Tree for Electron Microscopy Image SegmentationCode0
Large-Scale Electron Microscopy Image Segmentation in SparkCode0
An Iterative Convolutional Neural Network Algorithm Improves Electron Microscopy Image Segmentation—0
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