Automatic segmentation of paravertebral muscles in abdominal CT scan by U-Net: The application of data augmentation technique to increase the Jaccard ratio of deep learning

Sarcopenia, characterized by a decline of skeletal muscle mass, has emerged as an important prognostic factor for cancer patients. Trunk computed tomography (CT) is a commonly used modality for assessment of cancer disease extent and treatment outcome. CT images can also be used to analyze the skele...

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Detalles Bibliográficos
Autores principales: Tsai, Kuen-Jang, Chang, Chih-Chun, Lo, Lun-Chien, Chiang, John Y., Chang, Chao-Sung, Huang, Yu-Jung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Lippincott Williams & Wilkins 2021
Materias:
4100
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8568419/
https://www.ncbi.nlm.nih.gov/pubmed/34871238
http://dx.doi.org/10.1097/MD.0000000000027649

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8568419/
https://www.ncbi.nlm.nih.gov/pubmed/34871238
http://dx.doi.org/10.1097/MD.0000000000027649

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