Výsledky vyhledávání - "Tanadini‐Lang, Stephanie"

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Technical Note: Vendor-Specific Approach for Standardized Uptake Value Calculation

Autor: Fritsak, Maksym, Gabryś, Hubert S., Mohan, Preethi, Guckenberger, Matthias, Tanadini-Lang, Stephanie

The Standardized Uptake Value (SUV) is a critical metric in positron emission tomography (PET) imaging, used to assess metabolic activity. However, calculating SUV from DICOM files presents challenges due to vendor-specific DICOM attributes and varia

Externí odkaz: http://arxiv.org/abs/2410.13348

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Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation

Autor: Huang, Yixing, Khodabakhshi, Zahra, Gomaa, Ahmed, Schmidt, Manuel, Fietkau, Rainer, Guckenberger, Matthias, Andratschke, Nicolaus, Bert, Christoph, Tanadini-Lang, Stephanie, Putz, Florian

Publikováno v: Radiotherapy & Oncology. 2024, 198, 110419, 1-8

Objectives: This work aims to explore the impact of multicenter data heterogeneity on deep learning brain metastases (BM) autosegmentation performance, and assess the efficacy of an incremental transfer learning technique, namely learning without for

Externí odkaz: http://arxiv.org/abs/2405.10870

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Automatized Self-Supervised Learning for Skin Lesion Screening

Autor: Useini, Vullnet, Tanadini-Lang, Stephanie, Lohmeyer, Quentin, Meboldt, Mirko, Andratschke, Nicolaus, Braun, Ralph P., García, Javier Barranco

The incidence rates of melanoma, the deadliest form of skin cancer, have been increasing steadily worldwide, presenting a significant challenge to dermatologists. Early detection of melanoma is crucial for improving patient survival rates, but identi

Externí odkaz: http://arxiv.org/abs/2311.06691

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