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Connectomics
Connectomics is the production and study of connectomes: comprehensive maps of connections within an organism's nervous system, typically its brain…
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11 relations
Artificial neural network
Big data
Budapest Reference Connectome
Connectome
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Broader (1)
Omics
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2018
2018
Deformable Image Registration Using Convolutional Neural Networks for Connectomics
Inwan Yoo
2018
Corpus ID: 67416825
In this thesis, a new novel method to align two images with recent deep learning scheme called ssEMnet is presented. The…
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2018
2018
Multimodal Patho-Connectomics of Brain Injury
R. Verma
,
Yusuf Osmanlioglu
,
A. A. O. Ismail
BrainLes@MICCAI
2018
Corpus ID: 59942873
The paper introduces the concept of patho-connectomics, an injury-specific connectome creation and analysis paradigm, that treats…
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2017
2017
Functional Connectomics from Data: Probabilistic Graphical Models for Neuronal Network of C. elegans
Hexuan Liu
,
Jimin Kim
,
Eli Shlizerman
bioRxiv
2017
Corpus ID: 11256658
We propose a data-driven approach to represent neuronal network dynamics as a Probabilistic Graphical Model (PGM). Our approach…
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2017
2017
Toward leveraging big data in human functional connectomics: Generalization of brain graphs across scanners, sessions, and paradigms
H. Cao
,
S. McEwen
,
+18 authors
Tyrone D. Cannon
bioRxiv
2017
Corpus ID: 67008938
While graph theoretical modeling has dramatically advanced our understanding of complex brain systems, the feasibility of…
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2014
2014
Image Segmentation for Connectomics Using Machine Learning
T. Tasdizen
,
Mojtaba Seyedhosseini
,
Ting Liu
,
C. Jones
,
E. Jurrus
2014
Corpus ID: 60068730
Reconstruction of neural circuits at the microscopic scale of individual neurons and synapses, also known as connectomics, is an…
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2013
2013
Identifying functional connectomics abnormality in attention deficit hyperactivity disorder
Peng Wang
,
Dajiang Zhu
,
+7 authors
Yufeng Wang
IEEE International Symposium on Biomedical…
2013
Corpus ID: 38275948
Attention deficit hyperactivity disorder (ADHD) is one of the most common psychiatric, neurodevelopmental and neurobehavioral…
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2013
2013
Discovering common functional connectomics signatures
Xiang Li
,
Dajiang Zhu
,
+4 authors
Tianming Liu
IEEE International Symposium on Biomedical…
2013
Corpus ID: 29853773
Based on the structural connectomes constructed from diffusion tensor imaging (DTI) data, we present a novel framework to…
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2012
2012
Neuroscience: Peeking below the belt in C. elegans
V. Marx
Nature Methods
2012
Corpus ID: 32498790
A map of the male worm's posterior nervous system offers some surprises.
2011
2011
Fast Inexact Graph Matching with Applications in Statistical Connectomics
J. Vogelstein
,
John M. Conroy
,
+4 authors
C. Priebe
arXiv.org
2011
Corpus ID: 16276439
It is becoming increasingly popular to represent myriad and diverse data sets as graphs. When the labels of vertices of these…
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2009
2009
A system for scalable 3D visualization and editing of connectomic data
Brett M. Warne
2009
Corpus ID: 62308245
The new field of connectomics is using technological advances in microscopy and neural computation to form a detailed…
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