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Germany

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Employment (1)

RWTH Aachen University: Aachen, Nordrhein-Westfalen, DE

Employment
Source: Self-asserted source
Gustav Müller-Franzes

Education and qualifications (1)

RWTH Aachen University: Aachen, Nordrhein-Westfalen, DE

Qualification
Source: Self-asserted source
Gustav Müller-Franzes

Works (13)

Generating Synthetic Computed Tomography for Radiotherapy: SynthRAD2023 Challenge Report

2024 | Preprint
Contributors: Evi M. C. Huijben; Maarten L. Terpstra; Arthur Jr. Galapon; Suraj Pai; Adrian Thummerer; Peter Koopmans; Manya Afonso; Maureen van Eijnatten; Oliver Gurney-Champion; Zeli Chen et al.
Source: Self-asserted source
Gustav Müller-Franzes

Medical large language models are susceptible to targeted misinformation attacks

npj Digital Medicine
2024-10-23 | Journal article
Contributors: Tianyu Han; Sven Nebelung; Firas Khader; Tianci Wang; Gustav Müller-Franzes; Christiane Kuhl; Sebastian Försch; Jens Kleesiek; Christoph Haarburger; Keno K. Bressem et al.
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Intraindividual Comparison of Different Methods for Automated BPE Assessment at Breast MRI: A Call for Standardization

Radiology
2024-07-01 | Journal article
Contributors: Gustav Müller-Franzes; Firas Khader; Soroosh Tayebi Arasteh; Luisa Huck; Maike Bode; Tianyu Han; Teresa Lemainque; Jakob Nikolas Kather; Sven Nebelung; Christiane Kuhl et al.
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Encrypted federated learning for secure decentralized collaboration in cancer image analysis

Medical Image Analysis
2024-02 | Journal article
Contributors: Daniel Truhn; Soroosh Tayebi Arasteh; Oliver Lester Saldanha; Gustav Müller-Franzes; Firas Khader; Philip Quirke; Nicholas P. West; Richard Gray; Gordon G.A. Hutchins; Jacqueline A. James et al.
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Evaluation of Pulmonary Nodules by Radiologists vs. Radiomics in Stand-Alone and Complementary CT and MRI

Diagnostics
2024-02-23 | Journal article
Contributors: Eric Tietz; Gustav Müller-Franzes; Markus Zimmermann; Christiane Katharina Kuhl; Sebastian Keil; Sven Nebelung; Daniel Truhn
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Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers

Radiology
2023-10-01 | Journal article
Contributors: Firas Khader; Gustav Müller-Franzes; Tianci Wang; Tianyu Han; Soroosh Tayebi Arasteh; Christoph Haarburger; Johannes Stegmaier; Keno Bressem; Christiane Kuhl; Sven Nebelung et al.
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Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs

Computer Methods and Programs in Biomedicine
2023-06 | Journal article
Contributors: Felix Busch; Lina Xu; Dmitry Sushko; Matthias Weidlich; Daniel Truhn; Gustav Müller-Franzes; Maurice M. Heimer; Stefan M. Niehues; Marcus R. Makowski; Markus Hinsche et al.
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Using Machine Learning to Reduce the Need for Contrast Agents in Breast MRI through Synthetic Images

Radiology
2023-05-01 | Journal article
Contributors: Gustav Müller-Franzes; Luisa Huck; Soroosh Tayebi Arasteh; Firas Khader; Tianyu Han; Volkmar Schulz; Ebba Dethlefsen; Jakob Nikolas Kather; Sven Nebelung; Teresa Nolte et al.
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Artificial Intelligence for Clinical Interpretation of Bedside Chest Radiographs

Radiology
2023-04-01 | Journal article
Contributors: Firas Khader; Tianyu Han; Gustav Müller-Franzes; Luisa Huck; Philipp Schad; Sebastian Keil; Emona Barzakova; Maximilian Schulze-Hagen; Federico Pedersoli; Volkmar Schulz et al.
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Fast, Accurate, and Robust T2 Mapping of Articular Cartilage by Neural Networks

Diagnostics
2022-03-11 | Journal article
Contributors: Gustav Müller-Franzes; Teresa Nolte; Malin Ciba; Justus Schock; Firas Khader; Andreas Prescher; Lena Marie Wilms; Christiane Kuhl; Sven Nebelung; Daniel Truhn
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Reliability as a Precondition for Trust—Segmentation Reliability Analysis of Radiomic Features Improves Survival Prediction

Diagnostics
2022-01-19 | Journal article
Contributors: Gustav Müller-Franzes; Sven Nebelung; Justus Schock; Christoph Haarburger; Firas Khader; Federico Pedersoli; Maximilian Schulze-Hagen; Christiane Kuhl; Daniel Truhn
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A Radiomics Approach to Predict the Emergence of New Hepatocellular Carcinoma in Computed Tomography for High-Risk Patients with Liver Cirrhosis

Diagnostics
2021-09-09 | Journal article
Contributors: Eric Tietz; Daniel Truhn; Gustav Müller-Franzes; Marie-Luise Berres; Karim Hamesch; Sven Arke Lang; Christiane Katharina Kuhl; Philipp Bruners; Maximilian Schulze-Hagen
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Radiomics feature reproducibility under inter-rater variability in segmentations of CT images

Scientific Reports
2020-07-29 | Journal article
Part of ISSN: 2045-2322
Contributors: Christoph Haarburger; Gustav Müller-Franzes; Leon Weninger; Christiane Kuhl; Daniel Truhn; Dorit Merhof
Source: Self-asserted source
Gustav Müller-Franzes