Automated detection and segmentation of thoracic lymph nodes from CT using 3D foveal fully convolutional neural networks
Iuga, Andra-Iza, Carolus, Heike, Höink, Anna J, Brosch, Tom, Klinder, Tobias, Maintz, David, Persigehl, Thorsten, Baeßler, Bettina, Püsken, Michael
Published in BMC medical imaging (13.04.2021)
Published in BMC medical imaging (13.04.2021)
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Journal Article
Automated localization and segmentation of cervical lymph nodes on contrast-enhanced CT using a 3D foveal fully convolutional neural network
Rinneburger, Miriam, Carolus, Heike, Iuga, Andra-Iza, Weisthoff, Mathilda, Lennartz, Simon, Hokamp, Nils Große, Caldeira, Liliana, Shahzad, Rahil, Maintz, David, Laqua, Fabian Christopher, Baeßler, Bettina, Klinder, Tobias, Persigehl, Thorsten
Published in European radiology experimental (28.07.2023)
Published in European radiology experimental (28.07.2023)
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Journal Article
Additional value of chest CT AI-based quantification of lung involvement in predicting death and ICU admission for COVID-19 patients
Galzin, Eloise, Roche, Laurent, Vlachomitrou, Anna, Nempont, Olivier, Carolus, Heike, Schmidt-Richberg, Alexander, Jin, Peng, Rodrigues, Pedro, Klinder, Tobias, Richard, Jean-Christophe, Tazarourte, Karim, Douplat, Marion, Sigal, Alain, Bouscambert-Duchamp, Maude, Si-Mohamed, Salim Aymeric, Gouttard, Sylvain, Mansuy, Adeline, Talbot, François, Pialat, Jean-Baptiste, Rouvière, Olivier, Milot, Laurent, Cotton, François, Douek, Philippe, Duclos, Antoine, Rabilloud, Muriel, Boussel, Loic
Published in Research in Diagnostic and Interventional Imaging (Online) (01.12.2022)
Published in Research in Diagnostic and Interventional Imaging (Online) (01.12.2022)
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Journal Article
Automated mapping and N-Staging of thoracic lymph nodes in contrast-enhanced CT scans of the chest using a fully convolutional neural network
Iuga, Andra-Iza, Lossau, Tanja, Caldeira, Liliana Laurenco, Rinneburger, Miriam, Lennartz, Simon, Große Hokamp, Nils, Püsken, Michael, Carolus, Heike, Maintz, David, Klinder, Tobias, Persigehl, Thorsten
Published in European journal of radiology (01.06.2021)
Published in European journal of radiology (01.06.2021)
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Journal Article
Assessment of COVID-19 lung involvement on computed tomography by deep-learning-, threshold-, and human reader-based approaches-an international, multi-center comparative study
Fervers, Philipp, Fervers, Florian, Jaiswal, Astha, Rinneburger, Miriam, Weisthoff, Mathilda, Pollmann-Schweckhorst, Philip, Kottlors, Jonathan, Carolus, Heike, Lennartz, Simon, Maintz, David, Shahzad, Rahil, Persigehl, Thorsten
Published in Quantitative imaging in medicine and surgery (01.11.2022)
Published in Quantitative imaging in medicine and surgery (01.11.2022)
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Journal Article
A novel bone suppression method that improves lung nodule detection: Suppressing dedicated bone shadows in radiographs while preserving the remaining signal
von Berg, Jens, Young, Stewart, Carolus, Heike, Wolz, Robin, Saalbach, Axel, Hidalgo, Alberto, Giménez, Ana, Franquet, Tomás
Published in International journal for computer assisted radiology and surgery (01.04.2016)
Published in International journal for computer assisted radiology and surgery (01.04.2016)
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Journal Article
Decomposing the bony thorax in X-ray images
von Berg, Jens, Levrier, Claire, Carolus, Heike, Young, Stewart, Saalbach, Axel, Laurent, Patrick, Florent, Raoul
Published in 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (01.04.2016)
Published in 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI) (01.04.2016)
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Conference Proceeding
Journal Article
Confidence measure for a deployed machine learning model
Wiemker, Rafael, Klinder, Tobias, Lenga, Matthias, Bergtholdt, Marten, Carolus, Heike
Year of Publication 23.01.2024
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Year of Publication 23.01.2024
Patent
AUTOMATIC RIB FRACTURE DETECTION FROM UNFOLDED SCAN IMAGES
LOSSAU, Tanja, BUERGER, Christian, KLINDER, Tobias, LORENZ, Cristian, CAROLUS, Heike
Year of Publication 12.10.2023
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Year of Publication 12.10.2023
Patent
AUTOMATIC RIB FRACTURE DETECTION FROM UNFOLDED SCAN IMAGES
BÜRGER, Christian, LOSSAU, Tanja, KLINDER, Tobias, LORENZ, Cristian, CAROLUS, Heike
Year of Publication 11.10.2023
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Year of Publication 11.10.2023
Patent
CONFIDENCE MEASURE FOR A DEPLOYED MACHINE LEARNING MODEL
BERGTHOLDT, Martin, WIEMKER, Rafael, LENGA, Matthias, KLINDER, Tobias, CAROLUS, Heike
Year of Publication 04.10.2023
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Year of Publication 04.10.2023
Patent
METHOD AND SYSTEM FOR PROCESSING AN IMAGE
WIEMKER, Rafael, LOSSAU, Tanja, KLINDER, Tobias, BROSCH, Tom, CAROLUS, Heike
Year of Publication 29.06.2023
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Year of Publication 29.06.2023
Patent
METHOD AND SYSTEM FOR PROCESSING AN IMAGE
LOSSAU, Tanja, WIENKER, Rafael, KLINDER, Tobias, BROSCH, Tom, CAROLUS, Heike
Year of Publication 21.06.2023
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Year of Publication 21.06.2023
Patent
CBCT SIMULATION FOR CT-TO-CBCT REGISTRATION AND CBCT SEGMENTATION
CAROLUS, HEIKE, SCHAEFER, DIRK, PREVRHAL, SVEN PETER, SCHMIDT-RICHBERG, ALEXANDER, KLINDER, TOBIAS, WIEMKER, RAFAEL
Year of Publication 20.06.2024
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Year of Publication 20.06.2024
Patent