Exploring non-invasive precision treatment in non-small cell lung cancer patients through deep learning radiomics across imaging features and molecular phenotypes

• Main Authors: Xingping Zhang (Author), Guijuan Zhang (Author), Xingting Qiu (Author), Jiao Yin (Author), Wenjun Tan (Author), Xiaoxia Yin (Author), Hong Yang (Author), Hua Wang (Author), Yanchun Zhang (Author)
• Format: Book
• Published: BMC, 2024-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Accurate prediction of tumor molecular alterations is vital for optimizing cancer treatment. Traditional tissue-based approaches encounter limitations due to invasiveness, heterogeneity, and molecular dynamic changes. We aim to develop and validate a deep learning radiomics frame...