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Amelia Jiménez-Sánchez

18 papers hereh-index 9455 citations22 works total

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

author position
  • first author10
  • middle author6
  • last author2

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CV16
  • eess.IV2

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedMemory-aware curriculum federated learning for breast cancer classification

109 citations · 376 across the 17 of their papers we have counts for

collaborators
Showing 2018Show all

2 papers · 1 filter

cs.CV2018★ 3 cited

Weakly-Supervised Localization and Classification of Proximal Femur Fractures

Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni +5

In this paper, we target the problem of fracture classification from clinical X-Ray images towards an automated Computer Aided Diagnosis (CAD) system. Although primarily dealing wi…

cs.CV2018★ 95 cited

Capsule Networks against Medical Imaging Data Challenges

Amelia Jiménez-Sánchez, Shadi Albarqouni, Diana Mateus

A key component to the success of deep learning is the availability of massive amounts of training data. Building and annotating large datasets for solving medical image classifica…

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