von Schwerin R - Search Results

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DilatedToothSegNet: Tooth Segmentation Network on 3D Dental Meshes Through Increasing Receptive Vision.

Krenmayr L, von Schwerin R, Schaudt D, Riedel P, Hafner A. Krenmayr L, et al. Among authors: von schwerin r. J Imaging Inform Med. 2024 Aug;37(4):1846-1862. doi: 10.1007/s10278-024-01061-6. Epub 2024 Mar 5. J Imaging Inform Med. 2024. PMID: 38441700 Free PMC article.

A Critical Assessment of Generative Models for Synthetic Data Augmentation on Limited Pneumonia X-ray Data.

Schaudt D, Späte C, von Schwerin R, Reichert M, von Schwerin M, Beer M, Kloth C. Schaudt D, et al. Among authors: von schwerin r. Bioengineering (Basel). 2023 Dec 14;10(12):1421. doi: 10.3390/bioengineering10121421. Bioengineering (Basel). 2023. PMID: 38136012 Free PMC article.

Augmentation strategies for an imbalanced learning problem on a novel COVID-19 severity dataset.

Schaudt D, von Schwerin R, Hafner A, Riedel P, Reichert M, von Schwerin M, Beer M, Kloth C. Schaudt D, et al. Among authors: von schwerin r. Sci Rep. 2023 Oct 25;13(1):18299. doi: 10.1038/s41598-023-45532-2. Sci Rep. 2023. PMID: 37880333 Free PMC article.

ResNetFed: Federated Deep Learning Architecture for Privacy-Preserving Pneumonia Detection from COVID-19 Chest Radiographs.

Riedel P, von Schwerin R, Schaudt D, Hafner A, Späte C. Riedel P, et al. Among authors: von schwerin r. J Healthc Inform Res. 2023 Jun 14;7(2):203-224. doi: 10.1007/s41666-023-00132-7. eCollection 2023 Jun. J Healthc Inform Res. 2023. PMID: 37359194 Free PMC article.

Leveraging human expert image annotations to improve pneumonia differentiation through human knowledge distillation.

Schaudt D, von Schwerin R, Hafner A, Riedel P, Späte C, Reichert M, Hinteregger A, Beer M, Kloth C. Schaudt D, et al. Among authors: von schwerin r. Sci Rep. 2023 Jun 6;13(1):9203. doi: 10.1038/s41598-023-36148-7. Sci Rep. 2023. PMID: 37280219 Free PMC article.

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