Steffen Löck

19PUBLICATIONS
164CO-AUTHORS
Predictive and prognostic markersSemi- and unsupervised learningRadiation therapyComputational neuroscience (incl. mathematical neuroscience and theoretical neuroscience)Cancer therapy (excl. chemotherapy and radiation therapy)
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Publications (19)

|Jun 26, 2026
LANTERN 2: Association Between Gene Molecular Profile and STAS in Lung Adenocarcinoma: A Comparative Analysis in a Prospective Real-World Population.

|Apr 14, 2026
LANTERN-XGB: An Interpretable Multi-Modal Machine Learning for Improving Clinical Decision-Making in Lung Cancer.

Davide Dalfovo, Carolina Sassorossi, Elisa De Paolis

|Feb 20, 2025
End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning.

Asier Rabasco Meneghetti, Marta Ligero Hernández, Jens-Peter Kuehn

|Aug 30, 2024
Artificial intelligence for response prediction and personalisation in radiation oncology.

Alex Zwanenburg, Gareth Price, Steffen Löck

|Jul 17, 2024
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 Kieslich, Martina Palkowitsch

|Feb 24, 2024
Epigenetic Targeting to Overcome Radioresistance in Head and Neck Cancer.

Iñaki Schniewind, Maria José Besso, Sebastian Klicker

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Frequent Collaborators

6 joint publications

Alexander Zwanenburg

5 joint publications

Annett Linge

4 joint publications

Mechtild Krause

3 joint publications

Martin Vallières