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 (English only)
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
19 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
Co-author 5
Co-author 5
Dovile Juodelyte
Dovile Juodelyte
PhD Fellow, IT University of Copenhagen
Co-author 7
Co-author 7
Gemma Piella
Gemma Piella
Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona