Stegmaier J - Search Results

1

Automatic detection of cell-cycle stages using recurrent neural networks.

Jose A, Roy R, Moreno-Andrés D, Stegmaier J. Jose A, et al. Among authors: stegmaier j. PLoS One. 2024 Mar 11;19(3):e0297356. doi: 10.1371/journal.pone.0297356. eCollection 2024. PLoS One. 2024. PMID: 38466708 Free PMC article.

2

Denoising diffusion probabilistic models for generation of realistic fully-annotated microscopy image datasets.

Eschweiler D, Yilmaz R, Baumann M, Laube I, Roy R, Jose A, Brückner D, Stegmaier J. Eschweiler D, et al. Among authors: stegmaier j. PLoS Comput Biol. 2024 Feb 20;20(2):e1011890. doi: 10.1371/journal.pcbi.1011890. eCollection 2024 Feb. PLoS Comput Biol. 2024. PMID: 38377165 Free PMC article.

3

Surface-Patterned DNA Origami Rulers Reveal Nanoscale Distance Dependency of the Epidermal Growth Factor Receptor Activation.

Mayer I, Karimian T, Gordiyenko K, Angelin A, Kumar R, Hirtz M, Mikut R, Reischl M, Stegmaier J, Zhou L, Ma R, Nienhaus GU, Rabe KS, Lanzerstorfer P, Domínguez CM, Niemeyer CM. Mayer I, et al. Among authors: stegmaier j. Nano Lett. 2024 Feb 7;24(5):1611-1619. doi: 10.1021/acs.nanolett.3c04272. Epub 2024 Jan 24. Nano Lett. 2024. PMID: 38267020 Free PMC article.

4

A Deep Learning-based in silico Framework for Optimization on Retinal Prosthetic Stimulation.

Wu Y, Karetic I, Stegmaier J, Walter P, Merhof D. Wu Y, et al. Among authors: stegmaier j. Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10340288. Annu Int Conf IEEE Eng Med Biol Soc. 2023. PMID: 38082738

5

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: stegmaier j. Radiology. 2023 Oct;309(1):e230806. doi: 10.1148/radiol.230806. Radiology. 2023. PMID: 37787671

6

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: stegmaier j. Sci Rep. 2023 Jul 1;13(1):10666. doi: 10.1038/s41598-023-37835-1. Sci Rep. 2023. PMID: 37393383 Free PMC article.

7

Denoising diffusion probabilistic models for 3D medical image generation.

Khader F, Müller-Franzes G, Tayebi Arasteh S, Han T, Haarburger C, Schulze-Hagen M, Schad P, Engelhardt S, Baeßler B, Foersch S, Stegmaier J, Kuhl C, Nebelung S, Kather JN, Truhn D. Khader F, et al. Among authors: stegmaier j. Sci Rep. 2023 May 5;13(1):7303. doi: 10.1038/s41598-023-34341-2. Sci Rep. 2023. PMID: 37147413 Free PMC article.

8

A Deep-Learning-Computed Cancer Score for the Identification of Human Hepatocellular Carcinoma Area Based on a Six-Colour Multiplex Immunofluorescence Panel.

Dievernich A, Stegmaier J, Achenbach P, Warkentin S, Braunschweig T, Neumann UP, Klinge U. Dievernich A, et al. Among authors: stegmaier j. Cells. 2023 Apr 2;12(7):1074. doi: 10.3390/cells12071074. Cells. 2023. PMID: 37048147 Free PMC article.

9

Definition and Quantification of Three-Dimensional Imaging Targets to Phenotype Pre-Eclampsia Subtypes: An Exploratory Study.

Hermans S, Pilon J, Eschweiler D, Stegmaier J, Severens-Rijvers CAH, Al-Nasiry S, van Zandvoort M, Kapsokalyvas D. Hermans S, et al. Among authors: stegmaier j. Int J Mol Sci. 2023 Feb 7;24(4):3240. doi: 10.3390/ijms24043240. Int J Mol Sci. 2023. PMID: 36834652 Free PMC article.

10

Artificial Intelligence for Clinical Interpretation of Bedside Chest Radiographs.

Khader F, Han T, Müller-Franzes G, Huck L, Schad P, Keil S, Barzakova E, Schulze-Hagen M, Pedersoli F, Schulz V, Zimmermann M, Nebelung L, Kather J, Hamesch K, Haarburger C, Marx G, Stegmaier J, Kuhl C, Bruners P, Nebelung S, Truhn D. Khader F, et al. Among authors: stegmaier j. Radiology. 2023 Apr;307(1):e220510. doi: 10.1148/radiol.220510. Epub 2022 Dec 6. Radiology. 2023. PMID: 36472534

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