Back to search

Article

CT-based machine learning radiomics predict CCR5 expression level and survival in ovarian cancer

2022-09-22

Abstract excerpt

<h4>Objective: </h4> We aimed to evaluate the prognostic value of C-C motif chemokine receptor type 5 (CCR5) expression level for patients with ovarian cancer and to establish a radiomic model that can predict CCR5 expression level using The Cancer Imaging Archive (TCIA) and The Cancer Genome Atlas (TCGA) database. Methods A total of 343 cases of ovarian cancer from the TCGA were used for the gene-based prognosti...

Topics

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

Identifiers and source

Literature Corpus work
51f9b552-8b71-54f2-866a-7b940deb5cfa
DOI
10.21203/rs.3.rs-2071568/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.
CT-based machine learning radiomics predict CCR5 expression level and survival in ovarian cancerDOI 10.21203/rs.3.rs-2071568/v1
CT-based radiomics predicts CD38 expression: indirectly reflects clinical prognosis in epithelial ovarian cancerSemantic proximity
CT-based radiomics nomogram analysis for assessing BRCA mutation status in patients with high-grade serous ovarian cancer.Semantic proximity
CCR5 is a prognostic biomarker and an immune regulator for triple negative breast cancerSemantic proximity
A mathematical-descriptor of tumor-mesoscopic-structure from computed-tomography images annotates prognostic- and molecular-phenotypes of epithelial ovarian cancerSemantic proximity
The function of chemokines and their receptors in the ovarian cancer microenvironment and research on their prognostic significanceSemantic proximity
CCL5 might be a prognostic biomarker and associated with immuno-therapeutic efficacy in cancers: A pan-cancer analysisSemantic proximity
Prognostic Signature based on Transcriptome Characteristics of the C-C Motif Chemokine Receptor Genes in Hepatocellular Carcinoma and ValidationSemantic proximity
Prediction of BRCA Gene Mutation Status in Epithelial Ovarian Cancer by Radiomics Models based on 2D and 3D CT ImagesSemantic proximity
Machine-Learning-Based m5C Score for the Prognosis Diagnosis of OsteosarcomaSemantic proximity
End-to-End Integrative Segmentation and Radiomics Prognostic Models Improve Risk Stratification of High-Grade Serous Ovarian Cancer: A Retrospective Multi-Cohort StudySemantic proximity
Prediction of BRCA gene mutation status in epithelial ovarian cancer by radiomics models based on 2D and 3D CT images.Semantic proximity
CCR4a promotes metastasis and invasion of ovarian cancer by downregulating LRRC4 via PI3K/AKT Signaling Pathway ActivationSemantic proximity
Select a neighboring publication to make it the new centre.