Gustav Müller-Franzes

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Machine Learning

Computed Tomography

Top Venues

Diagnostics (Basel, Switzerland)

This page only lists publications with an associated author ORCID identifier.

Publications

Eric Tietz, Gustav Müller-Franzes, Markus Zimmermann, Christiane Katharina Kuhl, Sebastian Keil, Sven Nebelung, Daniel Truhn
Evaluation of Pulmonary Nodules by Radiologists vs. Radiomics in Stand-Alone and Complementary CT and MRI. Diagnostics (Basel, Switzerland) 14 (5) (2024)
Eric Tietz, Gustav Müller-Franzes, Markus Zimmermann, Christiane Katharina Kuhl, Sebastian Keil, Sven Nebelung, Daniel Truhn
Evaluation of Pulmonary Nodules by Radiologists vs. Radiomics in Stand-Alone and Complementary CT and MRI. Diagnostics (Basel, Switzerland) 14 (5) (2024)
Gustav Müller-Franzes, Firas Khader, Soroosh Tayebi Arasteh, Luisa Charlotte Huck, Maike Bode, Tianyu Han, Teresa Lemainque, Jakob Nikolas Kather, Sven Nebelung, Christiane K Kuhl, Daniel Truhn
Intraindividual Comparison of Different Methods for Automated BPE Assessment at Breast MRI: A Call for Standardization. Radiology 312 (1) (2024)
Gustav Müller-Franzes, Firas Khader, Soroosh Tayebi Arasteh, Luisa Charlotte Huck, Maike Bode, Tianyu Han, Teresa Lemainque, Jakob Nikolas Kather, Sven Nebelung, Christiane K Kuhl, Daniel Truhn
Intraindividual Comparison of Different Methods for Automated BPE Assessment at Breast MRI: A Call for Standardization. Radiology 312 (1) (2024)
Gustav Müller-Franzes, Luisa Charlotte Huck, Soroosh Tayebi Arasteh, Firas Khader, Tianyu Han, Volkmar Schulz, Ebba Dethlefsen, Jakob Nikolas Kather, Sven Nebelung, Teresa Lemainque, Christiane K Kuhl, Daniel Truhn
Using Machine Learning to Reduce the Need for Contrast Agents in Breast MRI through Synthetic Images. Radiology (2023)
Firas Khader, Gustav Müller-Franzes, Tianci Wang, Tianyu Han, Soroosh Tayebi Arasteh, Christoph Haarburger, Johannes Stegmaier, Keno Kyrill Bressem, Christiane K Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers. Radiology 309 (1) (2023)
Gustav Müller-Franzes, Teresa Lemainque, Malin Ciba, Justus Schock, Firas Khader, Andreas Prescher, Lena Marie Wilms, Christiane Kuhl, Sven Nebelung, Daniel Truhn
Fast, Accurate, and Robust T2 Mapping of Articular Cartilage by Neural Networks. Diagnostics (Basel, Switzerland) 12 (3) (2022)
Gustav Müller-Franzes, Sven Nebelung, Justus Schock, Christoph Haarburger, Firas Khader, Federico Pedersoli, Maximilian Franz Schulze-Hagen, Christiane Kuhl, Daniel Truhn
Reliability as a Precondition for Trust-Segmentation Reliability Analysis of Radiomic Features Improves Survival Prediction. Diagnostics (Basel, Switzerland) 12 (2) (2022)
Firas Khader, Tianyu Han, Gustav Müller-Franzes, Luisa Charlotte Huck, Philipp Schad, Sebastian Keil, Emona S Barzakova, Maximilian Franz Schulze-Hagen, Federico Pedersoli, Volkmar Schulz, Markus Zimmermann, Lina Nebelung, Jakob Nikolas Kather, Karim Hamesch, Christoph Haarburger, Gernot Marx, Johannes Stegmaier, Christiane K Kuhl, Philipp Bruners, Sven Nebelung, Daniel Truhn
Artificial Intelligence for Clinical Interpretation of Bedside Chest Radiographs. Radiology (2022)
Eric Tietz, Daniel Truhn, Gustav Müller-Franzes, Marie-Luise Berres, Karim Hamesch, Sven Arke Lang, Christiane Katharina Kuhl, Philipp Bruners, Maximilian Franz Schulze-Hagen
A Radiomics Approach to Predict the Emergence of New Hepatocellular Carcinoma in Computed Tomography for High-Risk Patients with Liver Cirrhosis. Diagnostics (Basel, Switzerland) 11 (9) (2021)