Claus Peter Heussel

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 8

Top Topics

Fully Automated

Detecting Anomalies

Top Venues

Medical Imaging: Computer-Aided Diagnosis

MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI

Bildverarbeitung für die Medizin

Publications

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)
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)
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)
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 (2023)
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)
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) (2022)
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)
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)
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) (2008)
Oliver Weinheimer, Tobias Achenbach, Claus Peter Heussel, Manfred Thelen, Thomas Uthmann
Analyse von Bronchien in der Multislice-CT. Bildverarbeitung für die Medizin (2004)
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)
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)
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)
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)