Reduce the strong data requirements in data-driven approaches of medical problems.
Publications
Amelia Jiménez-Sánchez, Anees Kazi, Shadi Albarqouni, Sonja Kirchhoff, Alexandra Sträter, Peter Biberthaler, Diana Mateus, Nassir Navab.
Weakly-Supervised Localization and Classification of Proximal Femur Fractures.
2018.
Amelia Jiménez-Sánchez, Shadi Albarqouni, Diana Mateus.
Capsule Networks against Medical Imaging Data Challenges.
2018.
Anees Kazi, Shadi Albarqouni, Amelia Jimenez Sanchez, Sonja Kirchhoff, Peter Biberthaler, Nassir Navab, Diana Mateus.
Automatic Classification of Proximal Femur Fractures Based on Attention Models.
2017.