作者
Pranjal Vaidya, Kaustav Bera, Amit Gupta, Xiangxue Wang, Germán Corredor, Pingfu Fu, Niha Beig, Prateek Prasanna, Pradnya D Patil, Priya D Velu, Prabhakar Rajiah, Robert Gilkeson, Michael D Feldman, Humberto Choi, Vamsidhar Velcheti, Anant Madabhushi
发表日期
2020/3/1
期刊
The Lancet Digital Health
卷号
2
期号
3
页码范围
e116-e128
出版商
Elsevier
简介
Background
Use of adjuvant chemotherapy in patients with early-stage lung cancer is controversial because no definite biomarker exists to identify patients who would receive added benefit from it. We aimed to develop and validate a quantitative radiomic risk score (QuRiS) and associated nomogram (QuRNom) for early-stage non-small cell lung cancer (NSCLC) that is prognostic of disease-free survival and predictive of the added benefit of adjuvant chemotherapy following surgery.
Methods
We did a retrospective multicohort study of individuals with early-stage NSCLC (stage I and II) who either received surgery alone or surgery plus adjuvant chemotherapy. We selected patients for whom we had available pre-treatment diagnostic CT scans and corresponding survival information. We used radiomic texture features derived from within and outside the primary lung nodule on chest CT scans of patients from the …
引用总数