Steffen Löck

According to our database, Steffen Löck authored at least 12 papers between 2016 and 2024.

Collaborative distances:

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

2024

Data publication: A deep-learning-based surrogate model for Monte-Carlo simulations of the linear energy transfer in primary brain tumor patients treated with proton-beam radiotherapy.

Sebastian Starke, Aaron Markus Kieslich, Martina Palkowitsch, Fabian Hennings, Esther Troost, Mechthild Krause, Jona Bensberg, Christian Hahn, Feline Heinzelmann, Christian Bäumer, Armin Lühr, Beate Timmermann, Steffen Löck

Dataset, June, 2024

Data publication: A deep-learning-based surrogate model for Monte-Carlo simulations of the linear energy transfer in primary brain tumor patients treated with proton-beam radiotherapy.

Sebastian Starke, Aaron Markus Kieslich, Martina Palkowitsch, Fabian Hennings, Esther Gera Cornelia Troost, Mechthild Krause, Jona Bensberg, Christian Hahn, Feline Heinzelmann, Christian Bäumer, Armin Lühr, Beate Timmermann, Steffen Löck

Dataset, March, 2024

MIRP: A Python package for standardised radiomics.

Alex Zwanenburg, Steffen Löck

J. Open Source Softw., 2024

Unraveling Radiomics Complexity: Strategies for Optimal Simplicity in Predictive Modeling.

Mahdi Ait Lhaj Loutfi, Teodora Boblea Podasca, Alex Zwanenburg, Taman Upadhaya, Jorge Barrios, David R. Raleigh, William C. Chen, Dante P. I. Capaldi, Hong Zheng, Olivier Gevaert, Jing Wu, Alvin C. Silva, Paul J. Zhang, Harrison X. Bai, Jan Seuntjens, Steffen Löck, Patrick O. Richard, Olivier Morin, Caroline Reinhold, Martin D. Lepage, Martin Vallières

CoRR, 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

Data publication: The DRESDEN PLATFORM - A Research Hub for Ultra-high Dose Rate Radiobiology.

Josefine Metzkes-Ng, Florian-Emanuel Brack, Florian Kroll, Constantin Bernert, Stefan Bock, Elisabeth Bodenstein, Michael Brand, Thomas E. Cowan, René Gebhardt, Stefan Hans, Uwe Helbig, Felix Ernst Horst, Jeannette Jansen, Stephan Kraft, Mechthild Krause, Elisabeth Leßmann, Steffen Löck, Jörg Pawelke, Thomas Püschel, Marvin Reimold, Martin Rehwald, Christian Richter, Hans-Peter Schlenvoigt, Ulrich Schramm, Michael Schürer, Joao Seco, Emília Rita Szabó, Marvin Elias Paul Umlandt, Karl Zeil, Tim Ziegler, Elke Beyreuther

Dataset, July, 2023

Graph data modelling for outcome prediction in oropharyngeal cancer patients.

Nithya Bhasker, Stefan Leger, Alexander Zwanenburg, Chethan Babu Reddy, Sebastian Bodenstedt, Steffen Löck, Stefanie Speidel

CoRR, 2023

2021

Do We Need Complex Image Features to Personalize Treatment of Patients with Locally Advanced Rectal Cancer?

Iram Shahzadi, Annika Lattermann, Annett Linge, Alex Zwanenburg, Christian Baldus, Jan C. Peeken, Stephanie E. Combs, Michael Baumann, Mechthild Krause, Esther G. C. Troost, Steffen Löck

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

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

2019

An Integrative Analysis of Image Segmentation and Survival of Brain Tumour Patients.

Sebastian Starke, Carlchristian Eckert, Alex Zwanenburg, Stefanie Speidel, Steffen Löck, Stefan Leger

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018

Assessing robustness of radiomic features by image perturbation.

Alex Zwanenburg, Stefan Leger, Linda Agolli, Karoline Pilz, Esther G. C. Troost, Christian Richter, Steffen Löck

CoRR, 2018

2016

Image biomarker standardisation initiative - feature definitions.

Alex Zwanenburg, Stefan Leger, Martin Vallières, Steffen Löck

CoRR, 2016