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Understanding sources of variation to improve the reproducibility of radiomics
B Zhao - Frontiers in oncology, 2021 - frontiersin.org
Radiomics is the method of choice for investigating the association between cancer imaging
phenotype, cancer genotype and clinical outcome prediction in the era of precision …
phenotype, cancer genotype and clinical outcome prediction in the era of precision …
Radiomics: a primer on high-throughput image phenoty**
Radiomics is a high-throughput approach to image phenoty**. It uses computer
algorithms to extract and analyze a large number of quantitative features from radiological …
algorithms to extract and analyze a large number of quantitative features from radiological …
[HTML][HTML] Radiomics signature of osteoarthritis: Current status and perspective
T Jiang, SH Lau, J Zhang, LC Chan, W Wang… - Journal of orthopaedic …, 2024 - Elsevier
Osteoarthritis (OA) is one of the fast-growing disability-related diseases worldwide, which
has significantly affected the quality of patients' lives and brings about substantial …
has significantly affected the quality of patients' lives and brings about substantial …
[HTML][HTML] The impact of the variation of imaging parameters on the robustness of Computed Tomography radiomic features: A review
The field of radiomics is at the forefront of personalized medicine. However, there is concern
that high variation in imaging parameters will impact robustness of radiomic features and …
that high variation in imaging parameters will impact robustness of radiomic features and …
[HTML][HTML] A systematic review and quality of reporting checklist for repeatability and reproducibility of radiomic features
Abstract Background and Purpose Although quantitative image biomarkers (radiomics)
show promising value for cancer diagnosis, prognosis, and treatment assessment, these …
show promising value for cancer diagnosis, prognosis, and treatment assessment, these …
CT radiomic features of superior mesenteric artery involvement in pancreatic ductal adenocarcinoma: a pilot study
Background Current imaging methods for prediction of complete margin resection (R0) in
patients with pancreatic ductal adenocarcinoma (PDAC) are not reliable. Purpose To …
patients with pancreatic ductal adenocarcinoma (PDAC) are not reliable. Purpose To …
Multi-omics to predict acute radiation esophagitis in patients with lung cancer treated with intensity-modulated radiation therapy
X Zheng, W Guo, Y Wang, J Zhang, Y Zhang… - European Journal of …, 2023 - Springer
Purpose The study aimed to predict acute radiation esophagitis (ARE) with grade≥ 2 for
patients with locally advanced lung cancer (LALC) treated with intensity-modulated radiation …
patients with locally advanced lung cancer (LALC) treated with intensity-modulated radiation …
Building reliable radiomic models using image perturbation
Radiomic model reliability is a central premise for its clinical translation. Presently, it is
assessed using test–retest or external data, which, unfortunately, is often scarce in reality …
assessed using test–retest or external data, which, unfortunately, is often scarce in reality …
A systematic review and meta-analysis of the prognostic value of radiomics based models in non-small cell lung cancer treated with curative radiotherapy
Background and purpose Radiomics allows extraction of quantifiable features from imaging.
This study performs a systematic review and meta-analysis of the performance of radiomics …
This study performs a systematic review and meta-analysis of the performance of radiomics …
Impact of image quality on radiomics applications
Y Cui, FF Yin - Physics in Medicine & Biology, 2022 - iopscience.iop.org
Radiomics features extracted from medical images have been widely reported to be useful
in the patient specific outcome modeling for variety of assessment and prediction purposes …
in the patient specific outcome modeling for variety of assessment and prediction purposes …