Amelia Jiménez-Sánchez
Amelia Jiménez-Sánchez
PhD Researcher at Universitat Pompeu Fabra
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Capsule networks against medical imaging data challenges
A Jiménez-Sánchez, S Albarqouni, D Mateus
Intravascular Imaging and Computer Assisted Stenting and Large-Scale …, 2018
Automatic classification of proximal femur fractures based on attention models
A Kazi, S Albarqouni, AJ Sanchez, S Kirchhoff, P Biberthaler, N Navab, ...
International Workshop on Machine Learning in Medical Imaging, 70-78, 2017
Medical-based deep curriculum learning for improved fracture classification
A Jiménez-Sánchez, D Mateus, S Kirchhoff, C Kirchhoff, P Biberthaler, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
Precise proximal femur fracture classification for interactive training and surgical planning
A Jiménez-Sánchez, A Kazi, S Albarqouni, C Kirchhoff, P Biberthaler, ...
International journal of computer assisted radiology and surgery 15 (5), 847-857, 2020
Weakly-supervised localization and classification of proximal femur fractures
A Jiménez-Sánchez, A Kazi, S Albarqouni, S Kirchhoff, A Sträter, ...
arXiv preprint arXiv:1809.10692, 2018
Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty
A Jiménez-Sánchez, D Mateus, S Kirchhoff, C Kirchhoff, P Biberthaler, ...
Medical Image Analysis, 102273, 2021
Memory-aware curriculum federated learning for breast cancer classification
A Jiménez-Sánchez, M Tardy, MAG Ballester, D Mateus, G Piella
arXiv preprint arXiv:2107.02504, 2021
Learning representations for medical image diagnosis: impact of curriculum training and architectural design
A Jiménez Sánchez
Universitat Pompeu Fabra, 2021
Non-invasive estimation of intracranial pressure by fast diffuse correlation spectroscopy: a multi-center study
JB Fischer, S Tagliabue, F Maruccia, A Jiménez-Sánchez, E Sathialingam, ...
Optical Tomography and Spectroscopy of Tissue XIV 11639, 1163912, 2021
Temporal weighting of interaural level differences
B Seeber, AJ Sanchez, A Wijetillake, M Takanen
Fortschritte der Akustik--DAGA'16, 2016
Interaural level differences are dominantly evaluated prior to modulation maxima
BU Seeber, AJ Sánchez, A Wijetillake, M Takanen
Abstracts of the 39th Annual MidWinter Meeting of the Association for …, 2016
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