Amelia Jiménez-Sánchez

32 papers A* 1Journal 22Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Med-DualLoRA: Local Adaptation of Foundation Models for 3D Cardiac MRI. CoRR Joan Perramon Llussà, Amelia Jiménez-Sánchez, Grzegorz Skorupko, Fotis Avgoustidis, Carlos Martín-Isla, Karim Lekadir, Polyxeni Gkontra
2026	J	`jnl`	Understanding Task Aggregation for Generalizable Ultrasound Foundation Models. CoRR Fangyijie Wang, Tanya Akumu, Vien Ngoc Dang, Amelia Jiménez-Sánchez, Jieyun Bai, Guénolé C. M. Silvestre, Karim Lekadir, Kathleen M. Curran
2025	—	`conf`	Augmenting Chest X-ray Datasets with Non-Expert Annotations. MIUA (1) Veronika Cheplygina, Cathrine Damgaard, Trine Naja Eriksen, Dovile Juodelyte, Amelia Jiménez-Sánchez
2025	—	`conf`	In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review. FAccT Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Sarah de Boer, Víctor M. Campello, Aasa Feragen, Enzo Ferrante, Melanie Ganz, Judy Wawira Gichoya, Camila González, Steff Groefsema, Alessa Hering, Adam Hulman, Leo Joskowicz, Dovile Juodelyte, Melih Kandemir, Thijs Kooi, Jorge del Pozo Lérida, Livie Yumeng Li, André G. C. Pacheco, Tim Rädsch, Mauricio Reyes, Théo Sourget, Bram van Ginneken, David Wen, Nina Weng, Jack Junchi Xu, Hubert Dariusz Zajac, Maria A. Zuluaga, Veronika Cheplygina
2025	J	`jnl`	In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review. CoRR Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Sarah de Boer, Víctor M. Campello, Aasa Feragen, Enzo Ferrante, Melanie Ganz, Judy Wawira Gichoya, Camila González, Steff Groefsema, Alessa Hering, Adam Hulman, Leo Joskowicz, Dovile Juodelyte, Melih Kandemir, Thijs Kooi, Jorge del Pozo Lérida, Livie Yumeng Li, André G. C. Pacheco, Tim Rädsch, Mauricio Reyes, Théo Sourget, Bram van Ginneken, David Wen, Nina Weng, Jack Junchi Xu, Hubert Dariusz Zajac, Maria A. Zuluaga, Veronika Cheplygina
2025	J	`jnl`	Intuitions of Machine Learning Researchers about Transfer Learning for Medical Image Classification. CoRR Yucheng Lu, Hubert Dariusz Zajac, Veronika Cheplygina, Amelia Jiménez-Sánchez
2025	J	`jnl`	Medical Imaging AI Competitions Lack Fairness. CoRR Annika Reinke, Evangelia Christodoulou, Sthuthi Sadananda, A. Emre Kavur, Khrystyna Faryna, Daan Schouten, Bennett A. Landman, Carole H. Sudre, Olivier Colliot, Nicholas Heller, Sophie Loizillon, Martin Maska, Maëlys Solal, Arya Yazdan Panah, Vilma Bozgo, Ömer Sümer, Siem de Jong, Sophie Fischer, Michal Kozubek, Tim Rädsch, Nadim Hammoud, Fruzsina Molnár-Gábor, Steven Hicks, Michael A. Riegler, Anindo Saha, Vajira Thambawita, Pål Halvorsen, Amelia Jiménez-Sánchez, Qingyang Yang, Veronika Cheplygina, Sabrina Bottazzi, Alexander Seitel, Spyridon Bakas, Alexandros Karargyris, Kiran Vaidhya Venkadesh, Bram van Ginneken, Lena Maier-Hein
2024	A*	`conf`	Copycats: the many lives of a publicly available medical imaging dataset. NeurIPS Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Dovile Juodelyte, Théo Sourget, Caroline Vang-Larsen, Anna Rogers, Hubert Dariusz Zajac, Veronika Cheplygina
2024	J	`jnl`	Mask of truth: model sensitivity to unexpected regions of medical images. CoRR Théo Sourget, Michelle Hestbek-Møller, Amelia Jiménez-Sánchez, Jack Junchi Xu, Veronika Cheplygina
2024	—	`conf`	Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging. AMAI@MICCAI Dovile Juodelyte, Yucheng Lu, Amelia Jiménez-Sánchez, Sabrina Bottazzi, Enzo Ferrante, Veronika Cheplygina
2024	J	`jnl`	Source Matters: Source Dataset Impact on Model Robustness in Medical Imaging. CoRR Dovile Juodelyte, Yucheng Lu, Amelia Jiménez-Sánchez, Sabrina Bottazzi, Enzo Ferrante, Veronika Cheplygina
2024	J	`jnl`	Towards actionability for open medical imaging datasets: lessons from community-contributed platforms for data management and stewardship. CoRR Amelia Jiménez-Sánchez, Natalia Rozalia Avlona, Dovile Juodelyte, Théo Sourget, Caroline Vang-Larsen, Hubert Dariusz Zajac, Veronika Cheplygina
2024	—	`conf`	[Citation needed] Data usage and citation practices in medical imaging conferences. MIDL Théo Sourget, Ahmet Akkoç, Stinna Winther, Christine Lyngbye Galsgaard, Amelia Jiménez-Sánchez, Dovile Juodelyte, Caroline Petitjean, Veronika Cheplygina
2024	J	`jnl`	[Citation needed] Data usage and citation practices in medical imaging conferences. CoRR Théo Sourget, Ahmet Akkoç, Stinna Winther, Christine Lyngbye Galsgaard, Amelia Jiménez-Sánchez, Dovile Juodelyte, Caroline Petitjean, Veronika Cheplygina
2023	J	`jnl`	Augmenting Chest X-ray Datasets with Non-Expert Annotations. CoRR Cathrine Damgaard, Trine Naja Eriksen, Dovile Juodelyte, Veronika Cheplygina, Amelia Jiménez-Sánchez
2023	—	`conf`	Detecting Shortcuts in Medical Images - A Case Study in Chest X-Rays. ISBI Amelia Jiménez-Sánchez, Dovile Juodelyte, Bethany Chamberlain, Veronika Cheplygina
2023	J	`jnl`	Memory-aware curriculum federated learning for breast cancer classification. Comput. Methods Programs Biomed. Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
2023	J	`jnl`	Revisiting Hidden Representations in Transfer Learning for Medical Imaging. CoRR Dovile Juodelyte, Amelia Jiménez-Sánchez, Veronika Cheplygina
2023	J	`jnl`	Revisiting Hidden Representations in Transfer Learning for Medical Imaging. Trans. Mach. Learn. Res. Dovile Juodelyte, Amelia Jiménez-Sánchez, Veronika Cheplygina
2022	J	`jnl`	Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty. Medical Image Anal. Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2022	J	`jnl`	Detecting Shortcuts in Medical Images - A Case Study in Chest X-rays. CoRR Amelia Jiménez-Sánchez, Dovile Juodelyte, Bethany Chamberlain, Veronika Cheplygina
2021	—	`—`	Learning representations for medical image diagnosis: impact of curriculum training and architectural design. Amelia Jiménez-Sánchez
2021	J	`jnl`	Memory-aware curriculum federated learning for breast cancer classification. CoRR Amelia Jiménez-Sánchez, Mickael Tardy, Miguel Ángel González Ballester, Diana Mateus, Gemma Piella
2020	J	`jnl`	Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty. CoRR Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2020	J	`jnl`	Medical-based Deep Curriculum Learning for Improved Fracture Classification. CoRR Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2020	J	`jnl`	Precise proximal femur fracture classification for interactive training and surgical planning. Int. J. Comput. Assist. Radiol. Surg. Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Sonja Kirchhoff, Diana Mateus
2019	—	`conf`	Medical-based Deep Curriculum Learning for Improved Fracture Classification. MICCAI (6) Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella
2019	J	`jnl`	Towards an Interactive and Interpretable CAD System to Support Proximal Femur Fracture Classification. CoRR Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Diana Mateus, Sonja Kirchhoff
2018	—	`conf`	Capsule Networks Against Medical Imaging Data Challenges. CVII-STENT/LABELS@MICCAI Amelia Jiménez-Sánchez, Shadi Albarqouni, Diana Mateus
2018	J	`jnl`	Capsule Networks against Medical Imaging Data Challenges. CoRR Amelia Jiménez-Sánchez, Shadi Albarqouni, Diana Mateus
2018	J	`jnl`	Weakly-Supervised Localization and Classification of Proximal Femur Fractures. CoRR Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni, Sonja Kirchhoff, Alexandra Sträter, Peter Biberthaler, Diana Mateus, Nassir Navab
2017	—	`conf`	Automatic Classification of Proximal Femur Fractures Based on Attention Models. MLMI@MICCAI Anees Kazi, Shadi Albarqouni, Amelia Jiménez-Sánchez, Sonja Kirchhoff, Peter Biberthaler, Nassir Navab, Diana Mateus