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Brain MRI Segmentation using Template-Based Training and Visual Perception Augmentation
Deep learning models usually require sufficient training data to achieve high accuracy, but obtaining labeled data can be time-consuming and labor-intensive. Here we introduce a template-based training method to train a 3D U-Net model from scratch using only one population-averaged brain MRI templat...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Cornell University
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10418519/ https://www.ncbi.nlm.nih.gov/pubmed/37576127 |