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researcher

A. Celaya

12 papers hereh-index 7135 citations29 works total

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

author position
  • first author10
  • middle author2

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • eess.IV6
  • cs.LG4
  • cs.CV1
  • physics.geo-ph1
same name
  • A. Celaya — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20212025
most citedPocketNet: A Smaller Neural Network for Medical Image Analysis

40 citations · 66 across the 12 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

eess.IV2021

Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy

Rajarajeswari Muthusivarajan, Adrian Celaya, Joshua P. Yung +4

Deep neural networks with multilevel connections process input data in complex ways to learn the information.A networks learning efficiency depends not only on the complex neural n…

eess.IV2021★ 40 cited

PocketNet: A Smaller Neural Network for Medical Image Analysis

Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan +5

Medical imaging deep learning models are often large and complex, requiring specialized hardware to train and evaluate these models. To address such issues, we propose the PocketNe…

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