Radiomics: the bridge between medical imaging and personalized medicine
Radiomics, the high-throughput mining of quantitative image features from standard-of-care
medical imaging that enables data to be extracted and applied within clinical-decision …
medical imaging that enables data to be extracted and applied within clinical-decision …
Beyond imaging: the promise of radiomics
The domain of investigation of radiomics consists of large-scale radiological image analysis
and association with biological or clinical endpoints. The purpose of the present study is to …
and association with biological or clinical endpoints. The purpose of the present study is to …
A deep learning-based radiomics model for prediction of survival in glioblastoma multiforme
Traditional radiomics models mainly rely on explicitly-designed handcrafted features from
medical images. This paper aimed to investigate if deep features extracted via transfer …
medical images. This paper aimed to investigate if deep features extracted via transfer …
Radiomics features of multiparametric MRI as novel prognostic factors in advanced nasopharyngeal carcinoma
Purpose: To identify MRI-based radiomics as prognostic factors in patients with advanced
nasopharyngeal carcinoma (NPC). Experimental Design: One-hundred and eighteen …
nasopharyngeal carcinoma (NPC). Experimental Design: One-hundred and eighteen …
Quantitative radiomics studies for tissue characterization: a review of technology and methodological procedures
RTHM Larue, G Defraene… - The British journal of …, 2017 - academic.oup.com
Quantitative analysis of tumour characteristics based on medical imaging is an emerging
field of research. In recent years, quantitative imaging features derived from CT, positron …
field of research. In recent years, quantitative imaging features derived from CT, positron …
Defining the biological basis of radiomic phenotypes in lung cancer
P Grossmann, O Stringfield, N El-Hachem, MM Bui… - elife, 2017 - elifesciences.org
Medical imaging can visualize characteristics of human cancer noninvasively. Radiomics is
an emerging field that translates these medical images into quantitative data to enable …
an emerging field that translates these medical images into quantitative data to enable …
Radiomics-based prognosis analysis for non-small cell lung cancer
Radiomics characterizes tumor phenotypes by extracting large numbers of quantitative
features from radiological images. Radiomic features have been shown to provide …
features from radiological images. Radiomic features have been shown to provide …
Radiomic features are superior to conventional quantitative computed tomographic metrics to identify coronary plaques with napkin-ring sign
Background—Napkin-ring sign (NRS) is an independent prognostic imaging marker of
major adverse cardiac events. However, identification of NRS is challenging because of its …
major adverse cardiac events. However, identification of NRS is challenging because of its …
[HTML][HTML] Radiomic-based pathological response prediction from primary tumors and lymph nodes in NSCLC
TP Coroller, V Agrawal, E Huynh, V Narayan… - Journal of Thoracic …, 2017 - Elsevier
Introduction Noninvasive biomarkers that capture the total tumor burden could provide
important complementary information for precision medicine to aid clinical decision making …
important complementary information for precision medicine to aid clinical decision making …
[HTML][HTML] 2D and 3D CT radiomics features prognostic performance comparison in non-small cell lung cancer
OBJECTIVE: To compare 2D and 3D radiomics features prognostic performance differences
in CT images of non-small cell lung cancer (NSCLC). METHOD: We enrolled 588 NSCLC …
in CT images of non-small cell lung cancer (NSCLC). METHOD: We enrolled 588 NSCLC …