Integrating Neural Networks and Dictionary Learning for Multidimensional Clinical Characterizations from Functional Connectomics Data

3 July 2020

Papers citing "Integrating Neural Networks and Dictionary Learning for Multidimensional Clinical Characterizations from Functional Connectomics Data"

4 / 4 papers shown

Title
mSPD-NN: A Geometrically Aware Neural Framework for Biomarker Discovery from Functional Connectomics Manifolds N. S. D'Souza A. Venkataraman 23 3 0 27 Mar 2023
A Matrix Autoencoder Framework to Align the Functional and Structural Connectivity Manifolds as Guided by Behavioral Phenotypes N. S. D'Souza M. B. Nebel D. Crocetti N. Wymbs Joshua Robinson S. Mostofsky A. Venkataraman 43 7 0 30 May 2021
Deep sr-DDL: Deep Structurally Regularized Dynamic Dictionary Learning to Integrate Multimodal and Dynamic Functional Connectomics data for Multidimensional Clinical Characterizations N. S. D'Souza M. B. Nebel D. Crocetti N. Wymbs Joshua Robinson S. Mostofsky A. Venkataraman 46 14 0 27 Aug 2020
Neuropsychiatric Disease Classification Using Functional Connectomics -- Results of the Connectomics in NeuroImaging Transfer Learning Challenge M. Schirmer A. Venkataraman I. Rekik Minjeong Kim S. Mostofsky ... Sandip Samal Jennings Zhang Jorge L. Bernal-Rusiel R. Pienaar A. W. Chung 20 16 0 05 Jun 2020