Deep Metamemory - A Generic Framework for Stabilized One-Shot Confidence Estimation in Deep Neural Networks and its Application on Colorectal Cancer Liver Metastases Growth Prediction.

[BibT_eX]

[DOI]

Alexander Katzmann

Alexander Mühlberg

Michael Sühling

Dominik Nörenberg

Horst-Michael Groß

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Geometric modeling of the aortic inner and outer vessel wall from CTA for aortic dissection analysis.

[BibT_eX]

[DOI]

Katharina Eigen

Michael Wels

Daniel Sebastian Dohle

Michael Sühling

Andreas K. Maier

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

TumorEncode - Deep Convolutional Autoencoder for Computed Tomography Tumor Treatment Assessment.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Bone Fracture and Lesion Assessment using Shape-Adaptive Unfolding.

[BibT_eX]

[DOI]

Proceedings of the VCBM 17: Eurographics Workshop on Visual Computing for Biology and Medicine, 2017

Growing a Random Forest with Fuzzy Spatial Features for Fully Automatic Artery-Specific Coronary Calcium Scoring.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

2016

Inner and outer coronary vessel wall segmentation from CCTA using an active contour model with machine learning-based 3D voxel context-aware image force.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

3-D printing based production of head and neck masks for radiation therapy using CT volume data: A fully automatic framework.

[BibT_eX]

[DOI]

Shuqing Chen

Yanye Lu

Christian Hopfgartner

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2014

ADR - Anatomy-Driven Reformation.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2014

2013

Spine detection in CT and MR using iterated marginal space learning.

[BibT_eX]

[DOI]

Medical Image Anal., 2013

Pectoral Muscle Detection in Digital Breast Tomosynthesis and Mammography.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision. Large Data in Medical Imaging, 2013

Fast and robust 3D vertebra segmentation using statistical shape models.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012

Automatic Detection and Segmentation of Lymph Nodes From CT Data.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2012

A Cascade Learning Method for Liver Lesion Detection in CT Images.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Data-Driven Breast Decompression and Lesion Mapping from Digital Breast Tomosynthesis.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Multi-stage osteolytic spinal bone lesion detection from CT data with internal sensitivity control.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012

Personalized learning-based segmentation of thoracic aorta and main branches for diagnosis and treatment planning.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Automatic detection of liver lesion from 3D computed tomography images.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011

Automatic Contrast Phase Estimation in CT Volumes.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

A Discriminative Distance Learning-Based CBIR Framework for Characterization of Indeterminate Liver Lesions.

[BibT_eX]

[DOI]

Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011

A method for mass candidate detection and an application to liver lesion detection.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011

2010

Detection of 3D Spinal Geometry Using Iterated Marginal Space Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

Automatic Detection and Segmentation of Axillary Lymph Nodes.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

2009

Hierarchical parsing and semantic navigation of full body CT data.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2009: Image Processing, 2009

2008

Novel method for digital subtraction of tagged stool in virtual colonoscopy.

[BibT_eX]

[DOI]

Lutz Guendel

Michael Sühling

Helmut Eckert

Proceedings of the Medical Imaging 2008: Image Processing, 2008

Automatic Hepatic Vessel Segmentation Using Graphics Hardware.

[BibT_eX]

[DOI]

Marius Erdt

Matthias Raspe

Michael Sühling

Proceedings of the Medical Imaging and Augmented Reality, 4th International Workshop, 2008

Hierarchical, learning-based automatic liver segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Full Motion and Flow Field Recovery From Echo Doppler Data.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2007

On Simulating Subjective Evaluation Using Combined Objective Metrics for Validation of 3D Tumor Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

2006

Anatomical-based segmentation with stenosis bridging and gap closing in atherosclerotic cardiac MSCT.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2006: Image Processing, 2006

Full flow/motion-field recovery from pulsed-wave ultrasound Doppler data.

[BibT_eX]