Mathias Prokop
Orcid: 0000-0001-8157-8055
According to our database1,
Mathias Prokop
authored at least 48 papers
between 2004 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Explainable machine learning model based on clinical factors for predicting the disappearance of indeterminate pulmonary nodules.
Comput. Biol. Medicine, February, 2024
2023
2021
CoRR, 2021
2020
Stacked Bidirectional Convolutional LSTMs for Deriving 3D Non-Contrast CT From Spatiotemporal 4D CT.
IEEE Trans. Medical Imaging, 2020
Image-level detection of arterial occlusions in 4D-CTA of acute stroke patients using deep learning.
Medical Image Anal., 2020
2019
Image Level Training and Prediction: Intracranial Hemorrhage Identification in 3D Non-Contrast CT.
IEEE Access, 2019
2018
Quantitative CT based radiomics as predictor of resectability of pancreatic adenocarcinoma.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
2017
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: The LUNA16 challenge.
Medical Image Anal., 2017
Robust cranial cavity segmentation in CT and CT perfusion images of trauma and suspected stroke patients.
Medical Image Anal., 2017
Automatic cerebrospinal fluid segmentation in non-contrast CT images using a 3D convolutional network.
Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017
2016
Validation, comparison, and combination of algorithms for automatic detection of pulmonary nodules in computed tomography images: the LUNA16 challenge.
CoRR, 2016
Towards automatic pulmonary nodule management in lung cancer screening with deep learning.
CoRR, 2016
Lung iodine mapping by subtraction with image registration allowing for tissue sliding.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
2015
IEEE Trans. Medical Imaging, 2015
Automatic classification of pulmonary peri-fissural nodules in computed tomography using an ensemble of 2D views and a convolutional neural network out-of-the-box.
Medical Image Anal., 2015
Automatic detection of spiculation of pulmonary nodules in computed tomography images.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
2014
Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images.
Medical Image Anal., 2014
Computed tomography lung iodine contrast mapping by image registration and subtraction.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Using the Fourth Dimension to Distinguish Between Structures for Anisotropic Diffusion Filtering in 4D CT Perfusion Scans.
Proceedings of the Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data, 2014
Automated detection and quantification of micronodules in thoracic CT scans to identify subjects at risk for silicosis.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
2013
Proceedings of the Medical Imaging 2013: Image Processing, 2013
Automated artery and vein detection in 4D-CT data with an unsupervised classification algorithm of the time intensity curves.
Proceedings of the Medical Imaging 2013: Image Processing, 2013
2012
IEEE Trans. Medical Imaging, 2012
Proceedings of the Medical Imaging 2012: Image Processing, 2012
2011
2010
IEEE Trans. Medical Imaging, 2010
Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study.
Medical Image Anal., 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Automatic coronary calcium scoring in low-dose non-ECG-synchronized thoracic CT scans.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
IEEE Trans. Medical Imaging, 2009
Multi-Atlas-Based Segmentation With Local Decision Fusion - Application to Cardiac and Aortic Segmentation in CT Scans.
IEEE Trans. Medical Imaging, 2009
A large-scale evaluation of automatic pulmonary nodule detection in chest CT using local image features and k-nearest-neighbour classification.
Medical Image Anal., 2009
Segmentation of arteries and veins on 4D CT perfusion scans for constructing arteriograms and venograms.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Automatic Segmentation of the Pulmonary Lobes from Fissures, Airways, and Lung Borders: Evaluation of Robustness against Missing Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
2008
IEEE Trans. Medical Imaging, 2008
IEEE Trans. Medical Imaging, 2008
Automated detection of nodules attached to the pleural and mediastinal surface in low-dose CT scans.
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
2007
Automated detection of pulmonary nodules from low-dose computed tomography scans using a two-stage classification system based on local image features.
Proceedings of the Medical Imaging 2007: Computer-Aided Diagnosis, 2007
2006
IEEE Trans. Medical Imaging, 2006
IEEE Trans. Medical Imaging, 2006
Improved classification of pulmonary nodules by automated detection of benign subpleural lymph nodes.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
2005
IEEE Trans. Medical Imaging, 2005
Proceedings of the Medical Imaging 2005: Image Processing, 2005
2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004