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researcher

N. Dvornek

59 papers hereh-index 234k citations93 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author38
  • last author13

Across the 56 of 59 papers where every author was matched, so the position is known.

fields
  • eess.IV20
  • cs.CV15
  • cs.LG12
  • q-bio.NC6
  • q-bio.QM2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedFedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction

127 citations · 273 across the 43 of their papers we have counts for

collaborators
Showing q-bio.QMShow all

2 papers · 1 filter

q-bio.QM2023

Copy Number Variation Informs fMRI-based Prediction of Autism Spectrum Disorder

Nicha C. Dvornek, Catherine Sullivan, James S. Duncan +1

The multifactorial etiology of autism spectrum disorder (ASD) suggests that its study would benefit greatly from multimodal approaches that combine data from widely varying platfor…

q-bio.QM2021

Estimating Reproducible Functional Networks Associated with Task Dynamics using Unsupervised LSTMs

Nicha C. Dvornek, Pamela Ventola, James S. Duncan

We propose a method for estimating more reproducible functional networks that are more strongly associated with dynamic task activity by using recurrent neural networks with long s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.