Müller-Franzes G - Search Results

1

Diffusion probabilistic versus generative adversarial models to reduce contrast agent dose in breast MRI.

Müller-Franzes G, Huck L, Bode M, Nebelung S, Kuhl C, Truhn D, Lemainque T. Müller-Franzes G, et al. Eur Radiol Exp. 2024 May 1;8(1):53. doi: 10.1186/s41747-024-00451-3. Eur Radiol Exp. 2024. PMID: 38689178 Free PMC article.

2

Using histopathology latent diffusion models as privacy-preserving dataset augmenters improves downstream classification performance.

Niehues JM, Müller-Franzes G, Schirris Y, Wagner SJ, Jendrusch M, Kloor M, Pearson AT, Muti HS, Hewitt KJ, Veldhuizen GP, Zigutyte L, Truhn D, Kather JN. Niehues JM, et al. Among authors: muller franzes g. Comput Biol Med. 2024 Jun;175:108410. doi: 10.1016/j.compbiomed.2024.108410. Epub 2024 Apr 4. Comput Biol Med. 2024. PMID: 38678938

3

Evaluation of Pulmonary Nodules by Radiologists vs. Radiomics in Stand-Alone and Complementary CT and MRI.

Tietz E, Müller-Franzes G, Zimmermann M, Kuhl CK, Keil S, Nebelung S, Truhn D. Tietz E, et al. Among authors: muller franzes g. Diagnostics (Basel). 2024 Feb 23;14(5):483. doi: 10.3390/diagnostics14050483. Diagnostics (Basel). 2024. PMID: 38472955 Free PMC article.

4

Encrypted federated learning for secure decentralized collaboration in cancer image analysis.

Truhn D, Tayebi Arasteh S, Saldanha OL, Müller-Franzes G, Khader F, Quirke P, West NP, Gray R, Hutchins GGA, James JA, Loughrey MB, Salto-Tellez M, Brenner H, Brobeil A, Yuan T, Chang-Claude J, Hoffmeister M, Foersch S, Han T, Keil S, Schulze-Hagen M, Isfort P, Bruners P, Kaissis G, Kuhl C, Nebelung S, Kather JN. Truhn D, et al. Among authors: muller franzes g. Med Image Anal. 2024 Feb;92:103059. doi: 10.1016/j.media.2023.103059. Epub 2023 Dec 7. Med Image Anal. 2024. PMID: 38104402 Free PMC article.

5

Extracting structured information from unstructured histopathology reports using generative pre-trained transformer 4 (GPT-4).

Truhn D, Loeffler CM, Müller-Franzes G, Nebelung S, Hewitt KJ, Brandner S, Bressem KK, Foersch S, Kather JN. Truhn D, et al. Among authors: muller franzes g. J Pathol. 2024 Mar;262(3):310-319. doi: 10.1002/path.6232. Epub 2023 Dec 14. J Pathol. 2024. PMID: 38098169

6

Multimodal Deep Learning for Integrating Chest Radiographs and Clinical Parameters: A Case for Transformers.

Khader F, Müller-Franzes G, Wang T, Han T, Tayebi Arasteh S, Haarburger C, Stegmaier J, Bressem K, Kuhl C, Nebelung S, Kather JN, Truhn D. Khader F, et al. Among authors: muller franzes g. Radiology. 2023 Oct;309(1):e230806. doi: 10.1148/radiol.230806. Radiology. 2023. PMID: 37787671

7

Fibroglandular tissue segmentation in breast MRI using vision transformers: a multi-institutional evaluation.

Müller-Franzes G, Müller-Franzes F, Huck L, Raaff V, Kemmer E, Khader F, Arasteh ST, Lemainque T, Kather JN, Nebelung S, Kuhl C, Truhn D. Müller-Franzes G, et al. Sci Rep. 2023 Aug 30;13(1):14207. doi: 10.1038/s41598-023-41331-x. Sci Rep. 2023. PMID: 37648728 Free PMC article.

8

The ecological footprint of medical AI.

Truhn D, Müller-Franzes G, Kather JN. Truhn D, et al. Among authors: muller franzes g. Eur Radiol. 2024 Feb;34(2):1176-1178. doi: 10.1007/s00330-023-10123-2. Epub 2023 Aug 15. Eur Radiol. 2024. PMID: 37580599 Free PMC article. No abstract available.

9

A multimodal comparison of latent denoising diffusion probabilistic models and generative adversarial networks for medical image synthesis.

Müller-Franzes G, Niehues JM, Khader F, Arasteh ST, Haarburger C, Kuhl C, Wang T, Han T, Nolte T, Nebelung S, Kather JN, Truhn D. Müller-Franzes G, et al. Sci Rep. 2023 Jul 26;13(1):12098. doi: 10.1038/s41598-023-39278-0. Sci Rep. 2023. PMID: 37495660 Free PMC article.

10

Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data.

Khader F, Kather JN, Müller-Franzes G, Wang T, Han T, Tayebi Arasteh S, Hamesch K, Bressem K, Haarburger C, Stegmaier J, Kuhl C, Nebelung S, Truhn D. Khader F, et al. Among authors: muller franzes g. Sci Rep. 2023 Jul 1;13(1):10666. doi: 10.1038/s41598-023-37835-1. Sci Rep. 2023. PMID: 37393383 Free PMC article.

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