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Volumetric lung nodule segmentation using adaptive ROI with multi-view residual learning

Accurate quantification of pulmonary nodules can greatly assist the early diagnosis of lung cancer, enhancing patient survival possibilities. A number of nodule segmentation techniques, which either rely on a radiologist-provided 3-D volume of interest (VOI) or use the constant region of interests (...

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Detalles Bibliográficos
Autores principales: Usman, Muhammad, Lee, Byoung-Dai, Byon, Shi-Sub, Kim, Sung-Hyun, Lee, Byung-il, Shin, Yeong-Gil
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7393083/
https://www.ncbi.nlm.nih.gov/pubmed/32732963
http://dx.doi.org/10.1038/s41598-020-69817-y