Deep sr-DDL: Deep Structurally Regularized Dynamic Dictionary Learning to Integrate Multimodal and Dynamic Functional Connectomics data for Multidimensional Clinical Characterizations

27 August 2020

Papers citing "Deep sr-DDL: Deep Structurally Regularized Dynamic Dictionary Learning to Integrate Multimodal and Dynamic Functional Connectomics data for Multidimensional Clinical Characterizations"

8 / 8 papers shown

Title
A Joint Network Optimization Framework to Predict Clinical Severity from Resting State Functional MRI Data N. S. D'Souza M. B. Nebel N. Wymbs S. Mostofsky A. Venkataraman 33 9 0 27 Aug 2020
Integrating Neural Networks and Dictionary Learning for Multidimensional Clinical Characterizations from Functional Connectomics Data N. S. D'Souza M. B. Nebel N. Wymbs S. Mostofsky A. Venkataraman 15 14 0 03 Jul 2020
A Coupled Manifold Optimization Framework to Jointly Model the Functional Connectomics and Behavioral Data Spaces N. S. D'Souza M. B. Nebel N. Wymbs S. Mostofsky A. Venkataraman 11 5 0 03 Jul 2020
Spatio-Temporal Graph Convolution for Resting-State fMRI Analysis Soham Gadgil Qingyu Zhao A. Pfefferbaum E. Sullivan Ehsan Adeli K. Pohl 130 153 0 24 Mar 2020
Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease Sarah Parisot S. Ktena Enzo Ferrante M. J. Lee Ricardo Guerrero Ben Glocker Daniel Rueckert MedIm 66 532 0 05 Jun 2018
Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification Rushil Anirudh Jayaraman J. Thiagarajan 60 90 0 24 Apr 2017
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,312 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 601 12,741 0 11 Dec 2014