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A Robust and Accurate Deep-learning-based Method for the Segmentation of Subcortical Brain: Cross-dataset Evaluation of Generalization Performance

PURPOSE: To analyze subcortical brain volume more reliably, we propose a deep learning segmentation method of subcortical brain based on magnetic resonance imaging (MRI) having high generalization performance, accuracy, and robustness. METHODS: First, local images of three-dimensional (3D) bounding...

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Detaylı Bibliyografya
Yayımlandı:Magn Reson Med Sci
Asıl Yazarlar: Furuhashi, Naoya, Okuhata, Shiho, Kobayashi, Tetsuo
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: Japanese Society for Magnetic Resonance in Medicine 2020
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC8203473/
https://ncbi.nlm.nih.gov/pubmed/32389928
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2463/mrms.mp.2019-0199
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