Deep radiomic model based on the sphere–shell partition for predicting treatment response to chemotherapy in lung cancer

Deep radiomic model based on the sphere–shell partition for predicting treatment response to chemotherapy in lung cancer

Background: The prognosis of chemotherapy is important in clinical decision-making for non-small cell lung cancer (NSCLC) patients. Objectives: To develop a model for predicting treatment response to chemotherapy in NSCLC patients from pre-chemotherapy CT images. Materials and Methods: This retrospe...

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Bibliographic Details
Main Authors: Runsheng Chang, Shouliang Qi, Yanan Wu, Yong Yue, Xiaoye Zhang, Yubao Guan, Wei Qian
Format: Article
Language:English
Published: Elsevier 2023-09-01
Series:Translational Oncology
Subjects:
Non-small cell lung cancer
Treatment response to chemotherapy
Sphere–shell partition
Radiomics
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1936523323001055

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http://www.sciencedirect.com/science/article/pii/S1936523323001055

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