Tobias Penzkofer

20PUBLICATIONS
126CO-AUTHORS
Reinforcement learningCognitive and computational psychology not elsewhere classifiedHaematological tumoursCancer therapy (excl. chemotherapy and radiation therapy)Knowledge representation and reasoning
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Publications (20)

|Jun 26, 2026
Supporting Radiology Resident Education and Clinical Decision-Making With Large Language Models: Comparative Study of Reasoning Models DeepSeek-R1 and ChatGPT-o1.

|Mar 27, 2026
CT Radiomics Models Did Not Outperform Experts in Predicting [68Ga]Ga-PSMA-PET Positivity in Prostate Cancer Lymph Node Staging.

Thula Cannon Walter-Rittel, Boris Gorodetski, Alexander Hartenstein

|Aug 14, 2025
An Explainable AI Exploration of the Machine Learning Classification of Neoplastic Intracerebral Hemorrhage from Non-Contrast CT.

Sophia Schulze-Weddige, Georg Lukas Baumgärtner, Tobias Orth

|Apr 26, 2025
Comparing the Prognostic Value of Quantitative Response Assessment Tools and LIRADS Treatment Response Algorithm in Patients with Hepatocellular Carcinoma Following Interstitial High-Dose-Rate Brachytherapy and Conventional Transarterial Chemoembolization.

Robin Schmidt, Christopher Rueger, Han Xu

|Dec 09, 2024
Current State of Community-Driven Radiological AI Deployment in Medical Imaging.

Vikash Gupta, Barbaros Erdal, Carolina Ramirez

|Aug 21, 2024
Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Biparametric MRI Datasets.

Hao Li, Han Liu, Heinrich von Busch

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Frequent Collaborators

3 joint publications

Alexander D J Baur

3 joint publications

Jens Kleesiek

2 joint publications

Charlie Alexander Hamm

2 joint publications

Holger Amthauer