AxonDeepSeg: automatic axon and myelin segmentation from microscopy data
using convolutional neural networks

v1v2 (latest)

AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks

3 November 2017

Maxime Wabartha

Pierre-Louis Antonsanti

Julien Cohen-Adad

ArXiv (abs)PDF HTML Github (121★)

Papers citing "AxonDeepSeg: automatic axon and myelin segmentation from microscopy data using convolutional neural networks"

6 / 6 papers shown

Title
Multi-Domain Data Aggregation for Axon and Myelin Segmentation in Histology Images Armand Collin Arthur Boschet Mathieu Boudreau Julien Cohen-Adad 77 0 0 17 Sep 2024
AxonCallosumEM Dataset: Axon Semantic Segmentation of Whole Corpus Callosum cross section from EM Images Ao Cheng Guoqiang Zhao Lirong Wang Ruobing Zhang 46 3 0 05 Jul 2023
The XPRESS Challenge: Xray Projectomic Reconstruction -- Extracting Segmentation with Skeletons Tri M. Nguyen Mukul Narwani Mark Larson Yicong Li Shuhan Xie ... Nir Shavit Lu Mi A. Pacureanu W. Lee Aaron T. Kuan 36 1 0 08 Feb 2023
An overview of open source Deep Learning-based libraries for Neuroscience Louis Fabrice Tshimanga Manfredo Atzori Federico Del Pup M. Corbetta OOD 50 5 0 19 Dec 2022
AxonEM Dataset: 3D Axon Instance Segmentation of Brain Cortical Regions D. Wei Kisuk Lee Hanyu Li R. Lu J. A. Bae ... Ignacio Arganda-Carreras Brian Matejek N. Kasthuri J. Lichtman Hanspeter Pfister 3DV 90 18 0 12 Jul 2021
Deep Active Learning for Axon-Myelin Segmentation on Histology Data Melanie Lubrano di Scandalea C. Perone Mathieu Boudreau Julien Cohen-Adad 46 23 0 11 Jul 2019