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CNI@MICCAI
2017
2019
2017
2019
Keyphrases
Publications
2019
Ali Shojaee
,
Kendrick Li
,
Gowtham Atluri
A Machine Learning Framework for Accurate Functional Connectome Fingerprinting and an Application of a Siamese Network.
CNI@MICCAI
(2019)
Moo K. Chung
,
Linhui Xie
,
Shih-Gu Huang
,
Yixian Wang
,
Jingwen Yan
,
Li Shen
Rapid Acceleration of the Permutation Test via Transpositions.
CNI@MICCAI
(2019)
Ai Wern Chung
,
Markus D. Schirmer
Network Dependency Index Stratified Subnetwork Analysis of Functional Connectomes: An Application to Autism.
CNI@MICCAI
(2019)
Anvar Kurmukov
,
Yuji Zhao
,
Ayagoz Mussabaeva
,
Boris Gutman
Constraining Disease Progression Models Using Subject Specific Connectivity Priors.
CNI@MICCAI
(2019)
Javid Dadashkarimi
,
Siyuan Gao
,
Erin Yeagle
,
Stephanie Noble
,
Dustin Scheinost
A Mass Multivariate Edge-wise Approach for Combining Multiple Connectomes to Improve the Detection of Group Differences.
CNI@MICCAI
(2019)
Jianfeng Zeng
,
Anh The Dang
,
Gowtham Atluri
Test-Retest Reliability of Functional Networks for Evaluation of Data-Driven Parcellation.
CNI@MICCAI
(2019)
Michael Hütel
,
Michela Antonelli
,
Jinendra Ekanayake
,
Sébastien Ourselin
,
Andrew Melbourne
Hemodynamic Matrix Factorization for Functional Magnetic Resonance Imaging.
CNI@MICCAI
(2019)
Zhongwei Huang
,
Haijun Lei
,
Guoliang Chen
,
Shiqi Li
,
Hancong Li
,
Ahmed El-Azab
,
Baiying Lei
Unsupervised Feature Selection via Adaptive Embedding and Sparse Learning for Parkinson's Disease Diagnosis.
CNI@MICCAI
(2019)
Alin Banka
,
Islem Rekik
Adversarial Connectome Embedding for Mild Cognitive Impairment Identification Using Cortical Morphological Networks.
CNI@MICCAI
(2019)
Oumaima Ben Khelifa
,
Islem Rekik
Graph Morphology-Based Genetic Algorithm for Classifying Late Dementia States.
CNI@MICCAI
(2019)
Naresh Nandakumar
,
Komal Manzoor
,
Jay J. Pillai
,
Sachin K. Gujar
,
Haris I. Sair
,
Archana Venkataraman
A Novel Graph Neural Network to Localize Eloquent Cortex in Brain Tumor Patients from Resting-State fMRI Connectivity.
CNI@MICCAI
(2019)
Nicolas Honnorat
,
Ehsan Adeli
,
Qingyu Zhao
,
Adolf Pfefferbaum
,
Edith V. Sullivan
,
Kilian M. Pohl
Covariance Shrinkage for Dynamic Functional Connectivity.
CNI@MICCAI
(2019)
Markus D. Schirmer
,
Ai Wern Chung
Heat Kernels with Functional Connectomes Reveal Atypical Energy Transport in Peripheral Subnetworks in Autism.
CNI@MICCAI
(2019)
volume 11848, 2019
Connectomics in NeuroImaging - Third International Workshop, CNI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
CNI@MICCAI
11848 (2019)
2018
Yuchuan Qiao
,
Wei Sun
,
Yonggang Shi
FOD-Based Registration for Susceptibility Distortion Correction in Connectome Imaging.
CNI@MICCAI
(2018)
Guorong Wu
,
Brent C. Munsell
,
Paul Laurienti
,
Moo K. Chung
GRAND: Unbiased Connectome Atlas of Brain Network by Groupwise Graph Shrinkage and Network Diffusion.
CNI@MICCAI
(2018)
Kendrick Li
,
Gowtham Atluri
Towards Effective Functional Connectome Fingerprinting.
CNI@MICCAI
(2018)
Alaa Bessadok
,
Islem Rekik
Intact Connectional Morphometricity Learning Using Multi-view Morphological Brain Networks with Application to Autism Spectrum Disorder.
CNI@MICCAI
(2018)
Anvar Kurmukov
,
Ayagoz Musabayeva
,
Yulia Denisova
,
Daniel Moyer
,
Boris Gutman
Connectivity-Driven Brain Parcellation via Consensus Clustering.
CNI@MICCAI
(2018)
Nicolas Georges
,
Islem Rekik
Data-Specific Feature Selection Method Identification for Most Reproducible Connectomic Feature Discovery Fingerprinting Brain States.
CNI@MICCAI
(2018)
Linhui Xie
,
Enrico Amico
,
Paul Salama
,
Yu-Chien Wu
,
Shiaofen Fang
,
Olaf Sporns
,
Andrew J. Saykin
,
Joaquín Goñi
,
Jingwen Yan
,
Li Shen
Heritability Estimation of Reliable Connectomic Features.
CNI@MICCAI
(2018)
Paola Galdi
,
Manuel Blesa Cabez
,
Gemma Sullivan
,
Gillian J. Lamb
,
David Q. Stoye
,
Alan J. Quigley
,
Michael J. Thrippleton
,
Mark E. Bastin
,
James P. Boardman
Neonatal Morphometric Similarity Networks Predict Atypical Brain Development Associated with Preterm Birth.
CNI@MICCAI
(2018)
Keri L. Anderson
,
Jeffrey S. Anderson
,
Sourabh Palande
,
Bei Wang
Topological Data Analysis of Functional MRI Connectivity in Time and Space Domains.
CNI@MICCAI
(2018)
Eleanor Wong
,
Jeffrey S. Anderson
,
Brandon A. Zielinski
,
P. Thomas Fletcher
Riemannian Regression and Classification Models of Brain Networks Applied to Autism.
CNI@MICCAI
(2018)
Sharib Ali
,
Martin Schober
,
Philipp Schlömer
,
Katrin Amunts
,
Markus Axer
,
Karl Rohr
Towards Ultra-High Resolution 3D Reconstruction of a Whole Rat Brain from 3D-PLI Data.
CNI@MICCAI
(2018)
Naresh Nandakumar
,
Niharika Shimona D'Souza
,
Jeff Craley
,
Komal Manzoor
,
Jay J. Pillai
,
Sachin K. Gujar
,
Haris I. Sair
,
Archana Venkataraman
Defining Patient Specific Functional Parcellations in Lesional Cohorts via Markov Random Fields.
CNI@MICCAI
(2018)
Markus D. Schirmer
,
Ai Wern Chung
Structural Subnetwork Evolution Across the Life-Span: Rich-Club, Feeder, Seeder.
CNI@MICCAI
(2018)
Junyan Wang
,
Yonggang Shi
GIFE: Efficient and Robust Group-Wise Isometric Fiber Embedding.
CNI@MICCAI
(2018)
Göktekin Durusoy
,
Abdullah Karaaslanli
,
Demet Yüksel Dal
,
Zerrin Yildirim
,
Burak Acar
Multi-modal Brain Tensor Factorization: Preliminary Results with AD Patients.
CNI@MICCAI
(2018)
volume 11083, 2018
Connectomics in NeuroImaging - Second International Workshop, CNI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Proceedings
CNI@MICCAI
11083 (2018)
2017
Sylvain Bouix
,
Sophia Swago
,
John D. West
,
Ofer Pasternak
,
Alan Breier
,
Martha Elizabeth Shenton
"Evaluating Acquisition Time of rfMRI in the Human Connectome Project for Early Psychosis. How Much Is Enough?".
CNI@MICCAI
(2017)
Wei Sun
,
Junling Li
,
Yonggang Shi
A Whole-Brain Reconstruction Approach for FOD Modeling from Multi-Shell Diffusion MRI.
CNI@MICCAI
(2017)
Mayssa Soussia
,
Islem Rekik
High-order Connectomic Manifold Learning for Autistic Brain State Identification.
CNI@MICCAI
(2017)
Moo K. Chung
,
Hyekyoung Lee
,
Victor Solo
,
Richard J. Davidson
,
Seth D. Pollak
Topological Distances Between Brain Networks.
CNI@MICCAI
(2017)
David S. Lee
,
Amber M. Leaver
,
Katherine L. Narr
,
Roger P. Woods
,
Shantanu H. Joshi
Measuring Brain Connectivity via Shape Analysis of fMRI Time Courses and Spectra.
CNI@MICCAI
(2017)
Sourabh Palande
,
Vipin Jose
,
Brandon A. Zielinski
,
Jeffrey S. Anderson
,
P. Thomas Fletcher
,
Bei Wang
Revisiting Abnormalities in Brain Network Architecture Underlying Autism Using Topology-Inspired Statistical Inference.
CNI@MICCAI
(2017)
Anna Lisowska
,
Islem Rekik
Pairing-based Ensemble Classifier Learning using Convolutional Brain Multiplexes and Multi-view Brain Networks for Early Dementia Diagnosis.
CNI@MICCAI
(2017)
Brent C. Munsell
,
Eric Hofesmann
,
John Delgaizo
,
Martin Styner
,
Leonardo Bonilha
Identifying Subnetwork Fingerprints in Structural Connectomes: A Data-Driven Approach.
CNI@MICCAI
(2017)
Jonathan Young
,
Du Lei
,
Andrea Mechelli
Discriminative Log-Euclidean Kernels for Learning on Brain Networks.
CNI@MICCAI
(2017)
Archana Venkataraman
,
Nicholas F. Wymbs
,
Mary Beth Nebel
,
Stewart Mostofsky
A Unified Bayesian Approach to Extract Network-Based Functional Differences from a Heterogeneous Patient Cohort.
CNI@MICCAI
(2017)
Atif Riaz
,
Muhammad Asad
,
S. M. Masudur Rahman Al-Arif
,
Eduardo Alonso
,
Danai Dima
,
Philip Corr
,
Greg G. Slabaugh
FCNet: A Convolutional Neural Network for Calculating Functional Connectivity from Functional MRI.
CNI@MICCAI
(2017)
Maxime Chamberland
,
William Gray
,
Maxime Descoteaux
,
Derek K. Jones
Interactive Computation and Visualization of Structural Connectomes in Real-Time.
CNI@MICCAI
(2017)
Lucas Leandro Nesi
,
Chris Rorden
,
Brent C. Munsell
A Simple and Efficient Cylinder Imposter Approach to Visualize DTI Fiber Tracts.
CNI@MICCAI
(2017)
Han Zhang
,
Weiyan Yin
,
Weili Lin
,
Dinggang Shen
Early Brain Functional Segregation and Integration Predict Later Cognitive Performance.
CNI@MICCAI
(2017)
Yuan Wang
,
Moo K. Chung
,
Daniela Dentico
,
Antoine Lutz
,
Richard J. Davidson
Topological Network Analysis of Electroencephalographic Power Maps.
CNI@MICCAI
(2017)
Xiuyi Jia
,
Han Zhang
,
Ehsan Adeli
,
Dinggang Shen
Consciousness Level and Recovery Outcome Prediction Using High-Order Brain Functional Connectivity Network.
CNI@MICCAI
(2017)
Yu Zhang
,
Han Zhang
,
Xiaobo Chen
,
Dinggang Shen
Constructing Multi-frequency High-Order Functional Connectivity Network for Diagnosis of Mild Cognitive Impairment.
CNI@MICCAI
(2017)
Eunji Jun
,
Heung-Il Suk
Region-Wise Stochastic Pattern Modeling for Autism Spectrum Disorder Identification and Temporal Dynamics Analysis.
CNI@MICCAI
(2017)
Saida S. Mohamed
,
Nancy Duong Nguyen
,
Eiko Yoneki
,
Alessandro Crimi
Connectome of Autistic Brains, Global Versus Local Characterization.
CNI@MICCAI
(2017)
volume 10511, 2017
Connectomics in NeuroImaging - First International Workshop, CNI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 14, 2017, Proceedings
CNI@MICCAI
10511 (2017)