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Can CT-based radiomics signature predict KRAS/NRAS/BRAF mutations in colorectal cancer?
Yang L, Dong D, Fang M, Zhu Y, Zang Y, Liu Z, Zhang H, Ying J, Zhao X, Tian J. Yang L, et al. Eur Radiol. 2018 May;28(5):2058-2067. doi: 10.1007/s00330-017-5146-8. Epub 2018 Jan 15. Eur Radiol. 2018. PMID: 29335867

RELIEFF and support vector machine methods were performed to select key features and build a radiomics signature. RESULTS: The radiomics signature was significantly associated with KRAS/NRAS/BRAF mutations (P < 0.001). ...CT may be useful for analysis of tumour genotype

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RELIEFF and support vector machine methods were performed to select key features and build a radiomics signature. RESULTS: The radiom …
Radiomic nomogram for prediction of axillary lymph node metastasis in breast cancer.
Han L, Zhu Y, Liu Z, Yu T, He C, Jiang W, Kan Y, Dong D, Tian J, Luo Y. Han L, et al. Eur Radiol. 2019 Jul;29(7):3820-3829. doi: 10.1007/s00330-018-5981-2. Epub 2019 Jan 30. Eur Radiol. 2019. PMID: 30701328
Both nomogram and radiomic signature can be used as tools to assist clinicians in assessing LN metastasis in breast cancer patients. KEY POINTS: ALNM is an important factor affecting breast cancer patients' treatment and prognosis. ...
Both nomogram and radiomic signature can be used as tools to assist clinicians in assessing LN metastasis in breast cancer patients. KEY …
Radiomic signature as a diagnostic factor for histologic subtype classification of non-small cell lung cancer.
Zhu X, Dong D, Chen Z, Fang M, Zhang L, Song J, Yu D, Zang Y, Liu Z, Shi J, Tian J. Zhu X, et al. Eur Radiol. 2018 Jul;28(7):2772-2778. doi: 10.1007/s00330-017-5221-1. Epub 2018 Feb 15. Eur Radiol. 2018. PMID: 29450713
The LASSO logistic regression model selected the key features of a radiomic signature. Receiver operating characteristic curve and area under the curve (AUC) were used to evaluate the performance of the radiomic signature in the training and validation cohorts. ...Patients …
The LASSO logistic regression model selected the key features of a radiomic signature. Receiver operating characteristic curve and ar …