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researcher

N. S. D'Souza

14 papers hereh-index 7203 citations26 works total

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

author position
  • first author6
  • middle author8

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • eess.IV3
  • cs.AI2
  • eess.SP2
  • q-bio.NC1
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedFusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis

6 citations · 8 across the 12 of their papers we have counts for

collaborators
Showing eess.SPShow all

2 papers · 1 filter

eess.SP2024

Multimodal Sleep Apnea Detection with Missing or Noisy Modalities

Hamed Fayyaz, Abigail Strang, Niharika S. D'Souza +1

Polysomnography (PSG) is a type of sleep study that records multimodal physiological signals and is widely used for purposes such as sleep staging and respiratory event detection.…

eess.SP2018

A Generative-Discriminative Basis Learning Framework to Predict Clinical Severity from Resting State Functional MRI Data

Niharika Shimona D'Souza, Mary Beth Nebel, Nicholas Wymbs +2

We propose a matrix factorization technique that decomposes the resting state fMRI (rs-fMRI) correlation matrices for a patient population into a sparse set of representative subne…

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