Spine detection in CT and MR using iterated marginal space learning
Michael Kelm, B., Wels, Michael, Kevin Zhou, S., Seifert, Sascha, Suehling, Michael, Zheng, Yefeng, Comaniciu, Dorin
Published in Medical image analysis (01.12.2013)
Published in Medical image analysis (01.12.2013)
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Journal Article
Automatic detection of lytic and blastic thoracolumbar spine metastases on computed tomography
Hammon, Matthias, Dankerl, Peter, Tsymbal, Alexey, Wels, Michael, Kelm, Michael, May, Matthias, Suehling, Michael, Uder, Michael, Cavallaro, Alexander
Published in European radiology (01.07.2013)
Published in European radiology (01.07.2013)
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Journal Article
Development and Validation of a Deep-Learning-Based Algorithm for Detecting and Classifying Metallic Implants in Abdominal and Spinal CT Topograms
Choi, Moon-Hyung, Jung, Joon-Yong, Peng, Zhigang, Grosskopf, Stefan, Suehling, Michael, Hofmann, Christian, Pak, Seongyong
Published in Diagnostics (Basel) (01.04.2024)
Published in Diagnostics (Basel) (01.04.2024)
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Journal Article
A retrieval-based computer-aided diagnosis system for the characterization of liver lesions in CT scans
Dankerl, Peter, Cavallaro, Alexander, Tsymbal, Alexey, Costa, Maria Jimena, Suehling, Michael, Janka, Rolf, Uder, Michael, Hammon, Matthias
Published in Academic radiology (01.12.2013)
Published in Academic radiology (01.12.2013)
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Journal Article
Hierarchical, learning-based automatic liver segmentation
Haibin Ling, Zhou, S.K., Yefeng Zheng, Georgescu, B., Suehling, M., Comaniciu, D.
Published in 2008 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2008)
Published in 2008 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2008)
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Conference Proceeding
Fully-automatic, patient-specific 3D aortic arch modeling for patient treatment with aortic arch anomalies
Leonardi, Benedetta, Vitanovski, Dime, Everett, Allen, Suehling, Michael, Ionasec, Razvan, Mantione, Ludmilla, Pongiglione, Giacomo
Published in Journal of cardiovascular magnetic resonance (01.02.2012)
Published in Journal of cardiovascular magnetic resonance (01.02.2012)
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Journal Article
Explaining clinical decision support systems in medical imaging using cycle-consistent activation maximization
Katzmann, Alexander, Taubmann, Oliver, Ahmad, Stephen, Mühlberg, Alexander, Sühling, Michael, Groß, Horst-Michael
Published in Neurocomputing (Amsterdam) (11.10.2021)
Published in Neurocomputing (Amsterdam) (11.10.2021)
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Journal Article
The relevance of CT-based geometric and radiomics analysis of whole liver tumor burden to predict survival of patients with metastatic colorectal cancer
Mühlberg, Alexander, Holch, Julian W., Heinemann, Volker, Huber, Thomas, Moltz, Jan, Maurus, Stefan, Jäger, Nils, Liu, Lian, Froelich, Matthias F., Katzmann, Alexander, Gresser, Eva, Taubmann, Oliver, Sühling, Michael, Nörenberg, Dominik
Published in European radiology (01.02.2021)
Published in European radiology (01.02.2021)
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Journal Article
Bifurcation matching for consistent cerebral vessel labeling in CTA of stroke patients
Rist, Leonhard, Taubmann, Oliver, Thamm, Florian, Ditt, Hendrik, Sühling, Michael, Maier, Andreas
Published in International journal for computer assisted radiology and surgery (01.03.2023)
Published in International journal for computer assisted radiology and surgery (01.03.2023)
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Journal Article
Patient-specific modelling of whole heart anatomy, dynamics and haemodynamics from four-dimensional cardiac CT images
Mihalef, Viorel, Ionasec, Razvan Ioan, Sharma, Puneet, Georgescu, Bogdan, Voigt, Ingmar, Suehling, Michael, Comaniciu, Dorin
Published in Interface focus (06.06.2011)
Published in Interface focus (06.06.2011)
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Journal Article
How scan parameter choice affects deep learning-based coronary artery disease assessment from computed tomography
Denzinger, Felix, Wels, Michael, Breininger, Katharina, Taubmann, Oliver, Mühlberg, Alexander, Allmendinger, Thomas, Gülsün, Mehmet A., Schöbinger, Max, André, Florian, Buss, Sebastian J., Görich, Johannes, Sühling, Michael, Maier, Andreas
Published in Scientific reports (13.02.2023)
Published in Scientific reports (13.02.2023)
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Journal Article
ADR - Anatomy-Driven Reformation
Kretschmer, Jan, Soza, Grzegorz, Tietjen, Christian, Suehling, Michael, Preim, Bernhard, Stamminger, Marc
Published in IEEE transactions on visualization and computer graphics (01.12.2014)
Published in IEEE transactions on visualization and computer graphics (01.12.2014)
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Journal Article
The Technome - A Predictive Internal Calibration Approach for Quantitative Imaging Biomarker Research
Mühlberg, Alexander, Katzmann, Alexander, Heinemann, Volker, Kärgel, Rainer, Wels, Michael, Taubmann, Oliver, Lades, Félix, Huber, Thomas, Maurus, Stefan, Holch, Julian, Faivre, Jean-Baptiste, Sühling, Michael, Nörenberg, Dominik, Rémy-Jardin, Martine
Published in Scientific reports (24.01.2020)
Published in Scientific reports (24.01.2020)
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Journal Article
Radiomics Features of the Spleen as Surrogates for CT-Based Lymphoma Diagnosis and Subtype Differentiation
Enke, Johanna S, Moltz, Jan H, D'Anastasi, Melvin, Kunz, Wolfgang G, Schmidt, Christian, Maurus, Stefan, Mühlberg, Alexander, Katzmann, Alexander, Sühling, Michael, Hahn, Horst, Nörenberg, Dominik, Huber, Thomas
Published in Cancers (29.01.2022)
Published in Cancers (29.01.2022)
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Journal Article
Accuracy of radiomics for differentiating diffuse liver diseases on non-contrast CT
Homayounieh, Fatemeh, Saini, Sanjay, Mostafavi, Leila, Doda Khera, Ruhani, Sühling, Michael, Schmidt, Bernhard, Singh, Ramandeep, Flohr, Thomas, Kalra, Mannudeep K.
Published in International journal for computer assisted radiology and surgery (01.10.2020)
Published in International journal for computer assisted radiology and surgery (01.10.2020)
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Journal Article
Automatic Detection and Segmentation of Lymph Nodes From CT Data
Barbu, A., Suehling, M., Xun Xu, Liu, D., Zhou, S. K., Comaniciu, D.
Published in IEEE transactions on medical imaging (01.02.2012)
Published in IEEE transactions on medical imaging (01.02.2012)
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Journal Article
Spatial Lesion Graphs: Analyzing Liver Metastases with Geometric Deep Learning for Cancer Survival Regression
Rist, Leonhard, Taubmann, Oliver, Muhlberg, Alexander, Denzinger, Felix, Thamm, Florian, Suhling, Michael, Norenberg, Dominik, Holch, Julian Walter, Maurus, Stefan, Gebauer, Leonie, Huber, Thomas, Maier, Andreas
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
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Conference Proceeding
Quantitative Imaging Biomarkers of the Whole Liver Tumor Burden Improve Survival Prediction in Metastatic Pancreatic Cancer
Gebauer, Leonie, Moltz, Jan H., Mühlberg, Alexander, Holch, Julian W., Huber, Thomas, Enke, Johanna, Jäger, Nils, Haas, Michael, Kruger, Stephan, Boeck, Stefan, Sühling, Michael, Katzmann, Alexander, Hahn, Horst, Kunz, Wolfgang G., Heinemann, Volker, Nörenberg, Dominik, Maurus, Stefan
Published in Cancers (16.11.2021)
Published in Cancers (16.11.2021)
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Journal Article