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Sonja Kirchhoff
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2020 – today
- 2022
- [j2]Amelia Jiménez-Sánchez
, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella:
Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty. Medical Image Anal. 75: 102273 (2022) - 2020
- [j1]Amelia Jiménez-Sánchez
Precise proximal femur fracture classification for interactive training and surgical planning. Int. J. Comput. Assist. Radiol. Surg. 15(5): 847-857 (2020) - [i4]Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella:
Medical-based Deep Curriculum Learning for Improved Fracture Classification. CoRR abs/2004.00482 (2020) - [i3]Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella:
Curriculum learning for annotation-efficient medical image analysis: scheduling data with prior knowledge and uncertainty. CoRR abs/2007.16102 (2020)
2010 – 2019
- 2019
- [c6]Amelia Jiménez-Sánchez
Medical-based Deep Curriculum Learning for Improved Fracture Classification. MICCAI (6) 2019: 694-702 - [i2]Amelia Jiménez-Sánchez
Towards an Interactive and Interpretable CAD System to Support Proximal Femur Fracture Classification. CoRR abs/1902.01338 (2019) - 2018
- [i1]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. CoRR abs/1809.10692 (2018) - 2017
- [c5]Anees Kazi, Shadi Albarqouni
Automatic Classification of Proximal Femur Fractures Based on Attention Models. MLMI@MICCAI 2017: 70-78 - 2012
- [c4]Mehmet Yigitsoy
Dynamic graph cuts for colon segmentation in functional cine-MRI. ISBI 2012: 1268-1271 - [c3]Mehmet Yigitsoy
Out-of-Plane Motion Compensation in Cine-MRI. Abdominal Imaging 2012: 107-115
2000 – 2009
- 2008
- [c2]Oliver Kutter, Sonja Kirchhoff, Marina Berkovich, Maximilian Reiser, Nassir Navab:
Spatio-temporal registration in multiplane MRI acquisitions for 3D colon motiliy analysis. Computer-Aided Diagnosis 2008: 69152G - [c1]Christian Harrer, Sonja Kirchhoff, Andreas Keil, Chlodwig Kirchhoff, Thomas Mussack, Andreas Lienemann, Maximilian Reiser, Nassir Navab:
Semi-automatic detection of Gd-DTPA-saline filled capsules for colonic transit time assessment in MRI. Image Processing 2008: 69143K
Coauthor Index
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