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ORCIDClaus Peter Heussel
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Journal Articles
- 2022
[j3]Stephan Rheinheimer, Petros Christopoulos
, Stella Erdmann, Julia Saupe, Heiko Golpon, Jens Vogel-Claussen, Julien Dinkel, Michael Thomas, Claus Peter Heussel, Hans-Ulrich Kauczor, Gudula Heussel:
Dynamic contrast enhanced MRI of pulmonary adenocarcinomas for early risk stratification: higher contrast uptake associated with response and better prognosis. BMC Medical Imaging 22(1): 215 (2022)- 2021
- [j2]Gabriel Alexander Salg, Maria-Katharina Ganten, Andreas Michael Bucher, Hannes Götz Kenngott, Matthias A. Fink, Constantin Seibold, Ricarda Fischbach, Kai Schlamp, Carlos Alberto Velandia, Philipp Fervers, Felix Doellinger, Anna Luger, Saif Afat, Uta Merle, Markus K. Diener, Philippe L. Pereira, Tobias Penzkofer, Thorsten Persigehl, Ahmed Othman, Claus Peter Heußel, Matthias Baumhauer, Gerlig Widmann, Konstantinos Stathopoulos, Bernd Hamm, Thomas J. Vogl, Konstantin Nikolaou, Hans-Ulrich Kauczor, Jens Kleesiek:
A reporting and analysis framework for structured evaluation of COVID-19 clinical and imaging data. npj Digit. Medicine 4 (2021) - 2008
- [j1]Oliver Weinheimer, Tobias Achenbach, Carsten Bletz, Christoph Düber, Hans-Ulrich Kauczor, Claus Peter Heussel:
About Objective 3-D Analysis of Airway Geometry in Computerized Tomography. IEEE Trans. Medical Imaging 27(1): 64-74 (2008)
Conference and Workshop Papers
- 2024
- [c13]Silvia Dias Almeida, Carsten T. Lüth, Tobias Norajitra, Tassilo Wald, Marco Nolden, Paul F. Jäger, Claus Peter Heussel, Jürgen Biederer, Oliver Weinheimer, Klaus H. Maier-Hein:
Abstract: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection using Contrastive Representations - cOOpD. Bildverarbeitung für die Medizin 2024: 115 - [c12]Jonas R. Bohn, Christian M. Heidt, Silvia Dias Almeida, Lisa Kausch, Michael Götz, Marco Nolden, Petros Christopoulos, Stephan Rheinheimer, Alan A. Peters, Oyunbileg von Stackelberg, Hans-Ulrich Kauczor, Klaus H. Maier-Hein, Claus Peter Heußel, Tobias Norajitra:
Abstract: Radiomics Processing Toolkit - Role of Feature Computation on Prediction Performance. Bildverarbeitung für die Medizin 2024: 129 - 2023
- [c11]Irada Pflüger, Tassilo Wald, Fabian Isensee, Marianne Schell, Hagen Meredig, Kai Schlamp, Denise Bernhardt, Gianluca Brugnara, Claus Peter Heußel, Juergen Debus, Wolfgang Wick, Martin Bendszus, Klaus H. Maier-Hein, Philipp Vollmuth:
Abstract: Automated Detection and Quantification of Brain Metastases on Clinical MRI Data using CNNs. Bildverarbeitung für die Medizin 2023: 196 - [c10]Silvia Dias Almeida, Carsten T. Lüth, Tobias Norajitra, Tassilo Wald, Marco Nolden, Paul F. Jäger, Claus Peter Heussel, Jürgen Biederer, Oliver Weinheimer, Klaus H. Maier-Hein:
cOOpD: Reformulating COPD Classification on Chest CT Scans as Anomaly Detection Using Contrastive Representations. MICCAI (5) 2023: 33-43 - [c9]Jonas R. Bohn, Christian M. Heidt, Silvia Dias Almeida, Lisa Kausch, Michael Götz, Marco Nolden, Petros Christopoulos, Stephan Rheinheimer, Alan A. Peters, Oyunbileg von Stackelberg, Hans-Ulrich Kauczor, Klaus H. Maier-Hein, Claus Peter Heussel, Tobias Norajitra:
RPTK: The Role of Feature Computation on Prediction Performance. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 113-122 - [c8]Sarah M. Muller, Sundaresh Ram, Katie J. Bayfield, Julia H. Reuter, Sonja Gestewitz, Lifeng Yu, Mark Oliver Wielpütz, Hans-Ulrich Kauczor, Claus Peter Heussel, Terry E. Robinson, Brian J. Bartholmai, Charles R. Hatt, Paul D. Robinson, Craig J. Galbán, Oliver Weinheimer:
Deep Learning-Based Air Trapping Quantification Using Paired Inspiratory-Expiratory Ultra-low Dose CT. MICCAI (3) 2023: 432-441 - 2019
- [c7]Oliver Weinheimer, Mark Oliver Wielpütz, Philip Konietzke, Claus Peter Heussel, Hans-Ulrich Kauczor, Terry E. Robinson, Craig J. Galbán:
Improving pulmonary lobe segmentation on expiratory CTs by using aligned inspiratory CTs. Medical Imaging: Computer-Aided Diagnosis 2019: 109503I - 2017
- [c6]Oliver Weinheimer, Mark Oliver Wielpütz, Philip Konietzke, Claus Peter Heussel, Hans-Ulrich Kauczor, Christoph Brochhausen, David Hollemann, Dasha Savage, Craig J. Galbán, Terry E. Robinson:
Fully automated lobe-based airway taper index calculation in a low dose MDCT CF study over 4 time-points. Medical Imaging: Image Processing 2017: 101330U - 2004
- [c5]Oliver Weinheimer, Tobias Achenbach, Claus Peter Heussel, Manfred Thelen, Thomas Uthmann:
Analyse von Bronchien in der Multislice-CT. Bildverarbeitung für die Medizin 2004: 120-124 - 2003
- [c4]Dirk Mayer, Sebastian Ley, Bindi Brook, Steffi Thust, Claus Peter Heussel, Hans-Ulrich Kauczor:
3D-Segmentierung des menschlichen Tracheobronchialbaums aus CT-Bilddaten. Bildverarbeitung für die Medizin 2003: 333-337 - [c3]Dirk Mayer, Dirk Bartz, Sebastian Ley, Steffi Thust, Claus Peter Heussel, Hans-Ulrich Kauczor, Wolfgang Straßer:
Segmentation and virtual exploration of tracheobronchial trees. CARS 2003: 35-40 - [c2]Oliver Weinheimer, Tobias Achenbach, Christian Buschsiewke, Claus Peter Heussel, Thomas Uthmann, Hans-Ulrich Kauczor:
Quantification and Characterization of Pulmonary Emphysema in Multislice-CT. ISMDA 2003: 75-82 - [c1]Dirk Bartz, Dirk Mayer, Jan Fischer, Sebastian Ley, Ángel del Río, Steffi Thust, Claus Peter Heussel, Hans-Ulrich Kauczor, Wolfgang Straßer:
Hybrid Segmentation and Exploration of the Human Lungs. IEEE Visualization 2003: 177-184
Informal and Other Publications
- 2023
- [i1]Silvia Dias Almeida, Carsten T. Lüth, Tobias Norajitra, Tassilo Wald, Marco Nolden, Paul F. Jaeger, Claus Peter Heussel, Jürgen Biederer, Oliver Weinheimer, Klaus H. Maier-Hein:
cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations. CoRR abs/2307.07254 (2023)
Coauthor Index
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