Beer M - Search Results

1

Less is More: Selective reduction of CT data for self-supervised pre-training of deep learning models with contrastive learning improves downstream classification performance.

Wolf D, Payer T, Lisson CS, Lisson CG, Beer M, Götz M, Ropinski T. Wolf D, et al. Among authors: beer m. Comput Biol Med. 2024 Dec;183:109242. doi: 10.1016/j.compbiomed.2024.109242. Epub 2024 Oct 9. Comput Biol Med. 2024. PMID: 39388839 Free article.

2

Self-supervised pre-training with contrastive and masked autoencoder methods for dealing with small datasets in deep learning for medical imaging.

Wolf D, Payer T, Lisson CS, Lisson CG, Beer M, Götz M, Ropinski T. Wolf D, et al. Among authors: beer m. Sci Rep. 2023 Nov 20;13(1):20260. doi: 10.1038/s41598-023-46433-0. Sci Rep. 2023. PMID: 37985685 Free PMC article.

3

Medical volume segmentation by overfitting sparsely annotated data.

Payer T, Nizamani F, Beer M, Götz M, Ropinski T. Payer T, et al. Among authors: beer m. J Med Imaging (Bellingham). 2023 Jul;10(4):044007. doi: 10.1117/1.JMI.10.4.044007. Epub 2023 Aug 17. J Med Imaging (Bellingham). 2023. PMID: 37600751 Free PMC article.

4

Noninvasive liver iron quantification by MRI using refocused gradient-echo (bSSFP): preliminary results.

Wunderlich AP, Cario H, Götz M, Beer M, Schmidt SA. Wunderlich AP, et al. Among authors: beer m. Rofo. 2023 Sep;195(9):804-808. doi: 10.1055/a-2072-7148. Epub 2023 May 3. Rofo. 2023. PMID: 37137319 Free article. English.

5

Artificial intelligence in coronary computed tomography angiography: Demands and solutions from a clinical perspective.

Baeßler B, Götz M, Antoniades C, Heidenreich JF, Leiner T, Beer M. Baeßler B, et al. Among authors: beer m. Front Cardiovasc Med. 2023 Feb 16;10:1120361. doi: 10.3389/fcvm.2023.1120361. eCollection 2023. Front Cardiovasc Med. 2023. PMID: 36873406 Free PMC article. Review.

6

Sarcopenia - Definition, Radiological Diagnosis, Clinical Significance.

Vogele D, Otto S, Sollmann N, Haggenmüller B, Wolf D, Beer M, Schmidt SA. Vogele D, et al. Among authors: beer m. Rofo. 2023 May;195(5):393-405. doi: 10.1055/a-1990-0201. Epub 2023 Jan 11. Rofo. 2023. PMID: 36630983 Free article. Review. English, German.

7

Volumetric Evaluation of 3D Multi-Gradient-Echo MRI Data to Assess Whole Liver Iron Distribution by Segmental R2* Analysis: First Experience.

Wunderlich AP, Cario H, Kannengießer S, Grunau V, Hering L, Götz M, Beer M, Schmidt SA. Wunderlich AP, et al. Among authors: beer m. Rofo. 2023 Mar;195(3):224-233. doi: 10.1055/a-1976-910. Epub 2022 Dec 28. Rofo. 2023. PMID: 36577428 Free article. English.

8

Segmental quantification of hepatic lipid content based on volumetric MRI data in patients with suspected iron overload.

Wunderlich AP, Cario H, Kannengießer S, Grunau V, Götz M, Hüttner F, Backhus J, Beer M, Schmidt SA. Wunderlich AP, et al. Among authors: beer m. Rofo. 2024 May;196(5):463-470. doi: 10.1055/a-2211-3199. Epub 2023 Dec 11. Rofo. 2024. PMID: 38081191 Free article. English.

9

Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images.

Thiam P, Lausser L, Kloth C, Blaich D, Liebold A, Beer M, Kestler HA. Thiam P, et al. Among authors: beer m. Front Artif Intell. 2023 Feb 9;6:1056422. doi: 10.3389/frai.2023.1056422. eCollection 2023. Front Artif Intell. 2023. PMID: 36844424 Free PMC article.

10

Segmentation-based cardiomegaly detection based on semi-supervised estimation of cardiothoracic ratio.

Thiam P, Kloth C, Blaich D, Liebold A, Beer M, Kestler HA. Thiam P, et al. Among authors: beer m. Sci Rep. 2024 Mar 8;14(1):5695. doi: 10.1038/s41598-024-56079-1. Sci Rep. 2024. PMID: 38459104 Free PMC article.

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