Publications by authors named "U G Wagner"

Article Synopsis
  • The model advanced training regulations outline the necessary content for qualifying as a medical specialist in internal medicine and rheumatology.
  • Currently, there are no established criteria for granting authorization in advanced training, which this position paper aims to address with proposed standards from the DGRh.
  • The criteria aim to create a standardized and transparent process for issuing authorization across Germany, ensuring high-quality training in rheumatology that can adapt to future changes in the field.
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Artificial intelligence (AI) has become an omnipresent topic in the media. Lively discussions are being held on how AI could revolutionize the global healthcare landscape. The development of innovative AI models, including in the medical sector, is increasingly dominated by large high-tech companies.

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Background: Male breast cancer is a very rare disease and only accounts for around 1% of all breast cancers. The treatment strategies are based on those used for breast cancer in women. So far, there is a lack of randomized data to support specific treatment modalities in men.

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The National Cancer Institute (NCI) Image Data Commons (IDC) offers publicly available cancer radiology collections for cloud computing, crucial for developing advanced imaging tools and algorithms. Despite their potential, these collections are minimally annotated; only 4% of DICOM studies in collections considered in the project had existing segmentation annotations. This project increases the quantity of segmentations in various IDC collections.

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