Back to search

Article

Prediction of non-small cell lung cancer N2 metastasis using HIF-1α expression–related multicenter 18 F-FDG PET/CT radiomics

2023-11-07

Abstract excerpt

The prognosis for stage III N2 metastatic non-small cell lung cancer (NSCLC) is poor. We aimed to develop an N2 metastasis prediction machine learning model using multicenter 18 F- fluorodeoxyglucose (FDG) positron emission tomography (PET) radiomics correlating with hypoxia-inducible factor (HIF)-1α expression levels. Internal and external cohorts consisted of data of 66 patients from public databases and 102 pat...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
9ad0e4cd-a87e-582b-bff2-ed033a962b1f
DOI
10.21203/rs.3.rs-3387035/v1
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Prediction of non-small cell lung cancer N2 metastasis using HIF-1α expression–related multicenter 18 F-FDG PET/CT radiomicsDOI 10.21203/rs.3.rs-3387035/v1
Estimation of an Image Biomarker for Distant Recurrence Prediction in NSCLC Using Proliferation-Related GenesSemantic proximity
Estimation of 18F-FDG PET Image Texture Features for Metastasis Prediction in Non-Small Cell Lung Cancer Using Epithelial Mesenchymal Transition-Related GenesSemantic proximity
A radiomics and genomics-derived model for predicting metastasis and prognosis in colorectal cancerSemantic proximity
A metastasis prediction model in non-small cell lung cancer using GLCM_contrast and epithelial mesenchymal transition related genesSemantic proximity
Value of multi-center 18F-FDG PET/CT radiomics in predicting EGFR mutation status in lung adenocarcinoma.Semantic proximity
Bone metastasis prediction in non-small-cell lung cancer: primary CT-based radiomics signature and clinical featureSemantic proximity
Explainable 18F-FDG PET/CT radiomics model for predicting EGFR mutation status in lung adenocarcinoma: a two-center study.Semantic proximity
Impact of feature harmonization on radiogenomics analysis: Prediction of EGFR and KRAS mutations from non-small cell lung cancer PET/CT images.Semantic proximity
Applications of radiomics-based analysis pipeline for predicting epidermal growth factor receptor mutation status.Semantic proximity
Explainable 1-mm Peritumoral CT Radiomics for EGFR Mutation Prediction in Non-small Cell Lung Cancer: A Vietnamese Real-World Cohort Study.Semantic proximity
18F-fluorodeoxyglucose positron emission tomography/computed tomography-based radiomic features for prediction of epidermal growth factor receptor mutation status and prognosis in patients with lung adenocarcinomaSemantic proximity
Establishment and Validation of a Nomogram with Intratumoral Heterogeneity Derived from 18F-FDG PET/CT for Predicting Individual Conditional Risk of 5-Year Recurrence before Initial Treatment of Nasopharyngeal CarcinomaSemantic proximity
Select a neighboring publication to make it the new centre.