Claus Belka

According to our database, Claus Belka authored at least 6 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Privacy-friendly evaluation of patient data with secure multiparty computation in a European pilot study.

Hendrik Ballhausen, Stefanie Corradini, Claus Belka, Dan Bogdanov, Luca Boldrini, Francesco Bono, Christian Goelz, Guillaume Landry, Giulia Panza, Katia Parodi, Riivo Talviste, Huong Elena Tran, Maria Antonietta Gambacorta, Sebastian Marschner

npj Digit. Medicine, 2024

CloverNet - Leveraging Planning Annotations for Enhanced Procedural MR Segmentation: An Application to Adaptive Radiation Therapy.

Francesca De Benetti, Yousef Yaganeh, Claus Belka, Stefanie Corradini, Nassir Navab, Christopher Kurz, Guillaume Landry, Shadi Albarqouni, Thomas Wendler

Proceedings of the Clinical Image-Based Procedures - 13th International Workshop, 2024

2023

Data publication: Multitask learning with convolutional neural networks and vision transformers can improve outcome prediction for head and neck cancer patients.

Sebastian Starke, Alex Zwanenburg, Karoline Leger, Fabian Lohaus, Annett Linge, Andreas Schreiber, Goda Kalinauskaite, Inge Tinhofer, Nika Guberina, Maja Guberina, Panagiotis Balermpas, Jens von der Grün, Ute Ganswindt, Claus Belka, Jan C. Peeken, Stephanie E. Combs, Simon Böke, Daniel Zips, Christian Richter, Esther Gera Cornelia Troost, Mechthild Krause, Michael Baumann, Steffen Löck

Dataset, August, 2023

2022

Deep learning based time-to-event analysis with PET, CT and joint PET/CT for head and neck cancer prognosis.

Yiling Wang, Elia Lombardo, Michele Avanzo, Sebastian Zschaek, Julian Weingärtner, Adrien Holzgreve, Nathalie L. Albert, Sebastian Marschner, Giuseppe Fanetti, Giovanni Franchin, Joseph Stancanello, Franziska Walter, Stefanie Corradini, Maximilian Niyazi, Jinyi Lang, Claus Belka, Marco Riboldi, Christopher Kurz, Guillaume Landry

Comput. Methods Programs Biomed., 2022

Head and Neck Cancer Localization with Retina Unet for Automated Segmentation and Time-To-Event Prognosis from PET/CT Images.

Yiling Wang, Elia Lombardo, Lili Huang, Claus Belka, Marco Riboldi, Christopher Kurz, Guillaume Landry

Proceedings of the Head and Neck Tumor Segmentation and Outcome Prediction, 2022

2020

2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma.

Sebastian Starke, Stefan Leger, Alex Zwanenburg, Karoline Leger, Fabian Lohaus, Annett Linge, Andreas Schreiber, Goda Kalinauskaite, Inge Tinhofer, Nika Guberina, Maja Guberina, Panagiotis Balermpas, Jens von der Grün, Ute Ganswindt, Claus Belka, Jan C. Peeken, Stephanie E. Combs, Simon Böke, Daniel Zips, Christian Richter, Esther Gera Cornelia Troost, Mechthild Krause, Michael Baumann, Steffen Löck

Dataset, February, 2020