A Radiation-Free Classification Pipeline for Craniosynostosis Using Statistical Shape Modeling
Schaufelberger, Matthias, Kühle, Reinald, Wachter, Andreas, Weichel, Frederic, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Hoffmann, Jürgen, Engel, Michael, Freudlsperger, Christian, Nahm, Werner
Published in Diagnostics (Basel) (21.06.2022)
Published in Diagnostics (Basel) (21.06.2022)
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Journal Article
Impact of data synthesis strategies for the classification of craniosynostosis
Schaufelberger, Matthias, Kühle, Reinald Peter, Wachter, Andreas, Weichel, Frederic, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Hoffmann, Jürgen, Engel, Michael, Freudlsperger, Christian, Nahm, Werner
Published in Frontiers in medical technology (13.12.2023)
Published in Frontiers in medical technology (13.12.2023)
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Journal Article
Laplace-Beltrami Refined Shape Regression Applied to Neck Reconstruction for Craniosynostosis Patients
Schaufelberger, Matthias, Kühle, Reinald, Weichel, Frederic, Wachter, Andreas, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Freudlsperger, Christian, Nahm, Werner
Published in Current directions in biomedical engineering (01.10.2021)
Published in Current directions in biomedical engineering (01.10.2021)
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Journal Article
Generative-Adversarial-Network-Based Data Augmentation for the Classification of Craniosynostosis
Kaiser, Christian, Schaufelberger, Matthias, Kühle, Reinald Peter, Wachter, Andreas, Weichel, Frederic, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Engel, Michael, Freudlsperger, Christian, Nahm, Werner
Published in Current directions in biomedical engineering (02.09.2022)
Published in Current directions in biomedical engineering (02.09.2022)
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Journal Article
3D-Guided Face Manipulation of 2D Images for the Prediction of Post-Operative Outcome After Cranio-Maxillofacial Surgery
Andlauer, Robin, Wachter, Andreas, Schaufelberger, Matthias, Weichel, Frederic, Kuhle, Reinald, Freudlsperger, Christian, Nahm, Werner
Published in IEEE transactions on image processing (2021)
Published in IEEE transactions on image processing (2021)
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Journal Article
3D-2D Distance Maps Conversion Enhances Classification of Craniosynostosis
Schaufelberger, Matthias, Kaiser, Christian, Kuhle, Reinald, Wachter, Andreas, Weichel, Frederic, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Hoffmann, Jorgen, Engel, Michael, Freudlsperger, Christian, Nahm, Werner
Published in IEEE transactions on biomedical engineering (01.11.2023)
Published in IEEE transactions on biomedical engineering (01.11.2023)
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Journal Article
Reducing Line-of-Block Artifacts in Cardiac Activation Maps Estimated Using ECG Imaging: A Comparison of Source Models and Estimation Methods
Schuler, Steffen, Schaufelberger, Matthias, Bear, Laura R., Bergquist, Jake A., Cluitmans, Matthijs J. M., Coll-Font, Jaume, Onak, Onder N., Zenger, Brian, Loewe, Axel, MacLeod, Rob S., Brooks, Dana H., Dossel, Olaf
Published in IEEE transactions on biomedical engineering (01.06.2022)
Published in IEEE transactions on biomedical engineering (01.06.2022)
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Journal Article
The Use of Artificial Intelligence for the Classification of Craniofacial Deformities
Kuehle, Reinald, Ringwald, Friedemann, Bouffleur, Frederic, Hagen, Niclas, Schaufelberger, Matthias, Nahm, Werner, Hoffmann, Jürgen, Freudlsperger, Christian, Engel, Michael, Eisenmann, Urs
Published in Journal of clinical medicine (01.11.2023)
Published in Journal of clinical medicine (01.11.2023)
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Journal Article
Laplace-Beltrami Refined Shape Regression Applied to Neck Reconstruction for Craniosynostosis Patients: Combining posterior shape models with a Laplace-Beltrami based approach for shape reconstruction
Schaufelberger, Matthias, Kühle, Reinald, Weichel, Frederic, Wachter, Andreas, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Freudlsperger, Christian, Nahm, Werner
Published in Current directions in biomedical engineering (01.10.2021)
Published in Current directions in biomedical engineering (01.10.2021)
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Journal Article
Impact of Data Synthesis Strategies for the Classification of Craniosynostosis
Schaufelberger, Matthias, Kühle, Reinald Peter, Wachter, Andreas, Weichel, Frederic, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Hoffmann, Jürgen, Engel, Michael, Freudlsperger, Christian, Nahm, Werner
Year of Publication 16.10.2023
Year of Publication 16.10.2023
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Journal Article
CNN-Based Classification of Craniosynostosis Using 2D Distance Maps
Schaufelberger, Matthias, Ktihle, Reinald Peter, Kaiser, Christian, Wachter, Andreas, Weichel, Frederic, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Freudlsperger, Christian, Nahml, Werner
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (11.07.2022)
Published in 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (11.07.2022)
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Conference Proceeding
A statistical shape model for radiation-free assessment and classification of craniosynostosis
Schaufelberger, Matthias, Kühle, Reinald Peter, Wachter, Andreas, Weichel, Frederic, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Hoffmann, Jürgen, Engel, Michael, Freudlsperger, Christian, Nahm, Werner
Year of Publication 10.01.2022
Year of Publication 10.01.2022
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Journal Article
Comparison of Activation Times Estimation for Potential-Based ECG Imaging
Schaufelberger, Matthias, Schuler, Steffen, Bear, Laura, Cluitmans, Matthijs, Coll-Font, Jaume, Onak, Onder Nazim, Dossel, Olaf, Brooks, Dana
Published in 2019 Computing in Cardiology (CinC) (01.09.2019)
Published in 2019 Computing in Cardiology (CinC) (01.09.2019)
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Conference Proceeding
Journal Article
Reducing Line-of-block Artifacts in Cardiac Activation Maps Estimated Using ECG Imaging: A Comparison of Source Models and Estimation Methods
Schuler, Steffen, Schaufelberger, Matthias, Bear, Laura R, Bergquist, Jake A, Cluitmans, Matthijs J M, Coll-Font, Jaume, Onak, Önder N, Zenger, Brian, Loewe, Axel, MacLeod, Rob S, Brooks, Dana H, Dössel, Olaf
Published in arXiv.org (22.12.2021)
Published in arXiv.org (22.12.2021)
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Paper
Journal Article
Impact of Data Synthesis Strategies for the Classification of Craniosynostosis
Schaufelberger, Matthias, Kühle, Reinald Peter, Wachter, Andreas, Weichel, Frederic, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Hoffmann, Jürgen, Engel, Michael, Freudlsperger, Christian, Nahm, Werner
Published in arXiv.org (16.10.2023)
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Published in arXiv.org (16.10.2023)
Paper
A statistical shape model for radiation-free assessment and classification of craniosynostosis
Schaufelberger, Matthias, Kühle, Reinald Peter, Wachter, Andreas, Weichel, Frederic, Hagen, Niclas, Ringwald, Friedemann, Eisenmann, Urs, Hoffmann, Jürgen, Engel, Michael, Freudlsperger, Christian, Nahm, Werner
Published in arXiv.org (28.03.2022)
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Published in arXiv.org (28.03.2022)
Paper