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I. Illán

3 papers hereh-index 8244 citations20 works total

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • eess.IV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedRevealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders

2 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing eess.IVShow all

1 paper · 1 filter

eess.IV2023★ 2 cited

Revealing Patterns of Symptomatology in Parkinson's Disease: A Latent Space Analysis with 3D Convolutional Autoencoders

E. Delgado de las Heras, F. J. Martinez-Murcia, I. A. Illán +4

This work proposes the use of 3D convolutional variational autoencoders (CVAEs) to trace the changes and symptomatology produced by neurodegeneration in Parkinson's disease (PD). I…

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