Amelia Jiménez-Sánchez
Scholar

Amelia Jiménez-Sánchez

Google Scholar ID: 2xeIA9sAAAAJ
Universitat de Barcelona
medical imagingfairnesstransfer learningfederated learningcritical studies
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Citations & Impact
All-time
Citations
519
 
H-index
11
 
i10-index
12
 
Publications
20
 
Co-authors
19
list available
Contact
Emailamelia.jimenez@ub.eduGitHubOpen ↗LinkedInOpen ↗
Publications
2 items
Med-DualLoRA: Local Adaptation of Foundation Models for 3D Cardiac MRI
2026
Cited
0
Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification
2025
Cited
0
Resume
Academic Achievements
  • Sep 2025: Received Reviewer Honorable Mention at MICCAI 2025
  • Jul 2024: Awarded Outstanding Reviewer recognition at MIDL 2024
  • May 2025: Paper 'Augmenting Chest X-ray Datasets with Non-Expert Annotations' accepted at MIUA 2025; released NEATX dataset
  • Apr 2025: Paper 'In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review' accepted at ACM FAccT 2025
  • Sep 2024: Paper 'Copycats: the many lives of a publicly available medical imaging dataset' accepted at NeurIPS Datasets and Benchmarks Track
Co-authors
13 total
Diana Mateus
Diana Mateus
Ecole Centrale Nantes / LS2N
Veronika Cheplygina
Veronika Cheplygina
IT University Copenhagen
Shadi Albarqouni
Shadi Albarqouni
Professor of Computational Medical Imaging Research @Uni. Bonn | AI Group Leader @HelmholtzAI
Nassir Navab
Nassir Navab
Professor of Computer Science, Technische Universität München
Dovile Juodelyte
Dovile Juodelyte
PhD Fellow, IT University of Copenhagen
Gemma Piella
Gemma Piella
Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona
Miguel A. González Ballester
Miguel A. González Ballester
ICREA - Universitat Pompeu Fabra
Théo Sourget
Théo Sourget
PhD Student, PURRlab, IT University of Copenhagen