Sonja Kirchhoff

12 papers B 1Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
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
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 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
2012 — conf
Dynamic graph cuts for colon segmentation in functional cine-MRI.
ISBI
Mehmet Yigitsoy, Maximilian F. Reiser, Nassir Navab, Sonja Kirchhoff
2012 — conf
Out-of-Plane Motion Compensation in Cine-MRI.
Abdominal Imaging
Mehmet Yigitsoy, Sonja Kirchhoff, Maximilian F. Reiser, Nassir Navab
2008 B conf
Semi-automatic detection of Gd-DTPA-saline filled capsules for colonic transit time assessment in MRI.
Image Processing
Christian Harrer, Sonja Kirchhoff, Andreas Keil, Chlodwig Kirchhoff, Thomas Mussack, Andreas Lienemann, Maximilian Reiser, Nassir Navab
2008 — conf
Spatio-temporal registration in multiplane MRI acquisitions for 3D colon motiliy analysis.
Computer-Aided Diagnosis
Oliver Kutter, Sonja Kirchhoff, Marina Berkovich, Maximilian Reiser, Nassir Navab