130 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Johns Hopkins UniversityUS20 papers
- Johns Hopkins MedicineUS8 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS2 papers
- Harvard UniversityUS2 papers
- Indiana UniversityUS2 papers
- Indiana University BloomingtonUS2 papers
- Massachusetts General HospitalUS2 papers
- NeuroDevelopment CenterUS2 papers
- Southwestern Medical CenterUS2 papers
- The University of Texas Southwestern Medical CenterUS2 papers
- University of BaltimoreUS2 papers
- University of British ColumbiaCA2 papers
3 papers · 1 filter
A Coupled Manifold Optimization Framework to Jointly Model the Functional Connectomics and Behavioral Data Spaces
Niharika Shimona D'Souza, Mary Beth Nebel, Nicholas Wymbs +2
The problem of linking functional connectomics to behavior is extremely challenging due to the complex interactions between the two distinct, but related, data domains. We propose…
A Deep-Generative Hybrid Model to Integrate Multimodal and Dynamic Connectivity for Predicting Spectrum-Level Deficits in Autism
Niharika Shimona D'Souza, Mary Beth Nebel, Deana Crocetti +4
We propose an integrated deep-generative framework, that jointly models complementary information from resting-state functional MRI (rs-fMRI) connectivity and diffusion tensor imag…
Integrating Neural Networks and Dictionary Learning for Multidimensional Clinical Characterizations from Functional Connectomics Data
Niharika Shimona D'Souza, Mary Beth Nebel, Nicholas Wymbs +2
We propose a unified optimization framework that combines neural networks with dictionary learning to model complex interactions between resting state functional MRI and behavioral…