A Feasibility Study on Deep Learning Based Brain Tumor Segmentation Using 2D Ellipse Box Areas

In most deep learning-based brain tumor segmentation methods, training the deep network requires annotated tumor areas. However, accurate tumor annotation puts high demands on medical personnel. The aim of this study is to train a deep network for segmentation by using ellipse box areas surrounding...

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Detalles Bibliográficos
Autores principales: Ali, Muhaddisa Barat, Bai, Xiaohan, Gu, Irene Yu-Hua, Berger, Mitchel S., Jakola, Asgeir Store
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9317052/
https://www.ncbi.nlm.nih.gov/pubmed/35890972
http://dx.doi.org/10.3390/s22145292

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9317052/
https://www.ncbi.nlm.nih.gov/pubmed/35890972
http://dx.doi.org/10.3390/s22145292

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