A deep learning approach with subregion partition in MRI image analysis for metastatic brain tumor

PURPOSE: To propose a deep learning network with subregion partition for predicting metastatic origins and EGFR/HER2 status in patients with brain metastasis. METHODS: We retrospectively enrolled 140 patients with clinico-pathologically confirmed brain metastasis originated from primary NSCLC (n = 6...

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Detalles Bibliográficos
Autores principales: Shi, Jiaxin, Zhao, Zilong, Jiang, Tao, Ai, Hua, Liu, Jiani, Chen, Xinpu, Luo, Yahong, Fan, Huijie, Jiang, Xiran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382021/
https://www.ncbi.nlm.nih.gov/pubmed/35991287
http://dx.doi.org/10.3389/fninf.2022.973698

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382021/
https://www.ncbi.nlm.nih.gov/pubmed/35991287
http://dx.doi.org/10.3389/fninf.2022.973698

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