Deep multiple instance learning for predicting chemotherapy response in non-small cell lung cancer using pretreatment CT images

The individual prognosis of chemotherapy is quite different in non-small cell lung cancer (NSCLC). There is an urgent need to precisely predict and assess the treatment response. To develop a deep multiple-instance learning (DMIL) based model for predicting chemotherapy response in NSCLC in pretreat...

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Detalles Bibliográficos
Autores principales: Chang, Runsheng, Qi, Shouliang, Wu, Yanan, Song, Qiyuan, Yue, Yong, Zhang, Xiaoye, Guan, Yubao, Qian, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9672640/
https://www.ncbi.nlm.nih.gov/pubmed/36400881
http://dx.doi.org/10.1038/s41598-022-24278-3

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9672640/
https://www.ncbi.nlm.nih.gov/pubmed/36400881
http://dx.doi.org/10.1038/s41598-022-24278-3

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