Evaluation of EGFR-TKIs and ICIs treatment stratification in non-small cell lung cancer using an encrypted multidimensional radiomics approach

Evaluation of EGFR-TKIs and ICIs treatment stratification in non-small cell lung cancer using an encrypted multidimensional radiomics approach

Abstract Background Radiomics holds great potential for the noninvasive evaluation of EGFR-TKIs and ICIs responses, but data privacy and model robustness challenges limit its current efficacy and safety. This study aims to develop and validate an encrypted multidimensional radiomics approach to enha...

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Bibliographic Details
Main Authors: Xingping Zhang, Xingting Qiu, Yue Zhang, Qingwen Lai, Yanchun Zhang, Guijuan Zhang
Format: Article
Language:English
Published: BMC 2025-01-01
Series:Cancer Imaging
Subjects:
Radiomics imaging biomarkers
EGFR-TKIs therapy
ICIs therapy
Privacy protection
Non-small cell lung cancer
Online Access:https://doi.org/10.1186/s40644-025-00824-w
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