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Article
Open AccessValue of texture analysis based on dynamic contrast-enhanced magnetic resonance imaging in preoperative assessment of extramural venous invasion in rectal cancer
Accurate preoperative assessment of extramural vascular invasion (EMVI) is critical for the treatment and prognosis of rectal cancer. The aim of our research was to develop an assessment model by texture analy...
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Article
Open AccessCT-based radiomics for differentiating intracranial contrast extravasation from intraparenchymal haemorrhage after mechanical thrombectomy
To develop a nonenhanced CT-based radiomic signature for the differentiation of iodinated contrast extravasation from intraparenchymal haemorrhage (IPH) following mechanical thrombectomy.
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Article
CT imaging findings of renal epithelioid lipid-poor angiomyolipoma
To identify specific imaging and clinicopathological features of a rare potentially malignant epithelioid variant of renal lipid-poor angiomyolipoma (E-lpAML).
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Article
MRI-based radiomics nomogram for predicting temporal lobe injury after radiotherapy in nasopharyngeal carcinoma
To develop and validate a magnetic resonance imaging (MRI)–based radiomics nomogram model combining radiomic features and clinical factors for the prediction of radiotherapy-induced temporal lobe injury (RTLI)...
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Article
Multiparameter MRI-based radiomics for preoperative prediction of extramural venous invasion in rectal cancer
To compare multiparameter MRI-based radiomics for preoperative prediction of extramural venous invasion (EMVI) in rectal cancer using different machine learning algorithms and to develop and validate the best ...
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Article
Pre-treatment CT-based radiomics nomogram for predicting microsatellite instability status in colorectal cancer
Stratification of microsatellite instability (MSI) status in patients with colorectal cancer (CRC) improves clinical decision-making for cancer treatment. The present study aimed to develop a radiomics nomogra...
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Article
The value of various peritumoral radiomic features in differentiating the invasiveness of adenocarcinoma manifesting as ground-glass nodules
To evaluate the ability of CT radiomic features extracted from peritumoral parenchyma of 2 mm and 5 mm distinguishing invasive adenocarcinoma (IAC) from adenocarcinoma in situ (AIS)/minimally invasive adenocar...
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Article
Non-contrast CT-based radiomic signature for screening thoracic aortic dissections: a multicenter study
To develop a non-contrast CT-based radiomic signature to effectively screen for thoracic aortic dissections (ADs).
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Article
Risk stratification of thymic epithelial tumors by using a nomogram combined with radiomic features and TNM staging
To construct and validate a nomogram model that integrated the CT radiomic features and the TNM staging for risk stratification of thymic epithelial tumors (TETs).
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Article
Radiomics from magnetic resonance imaging may be used to predict the progression of white matter hyperintensities and identify associated risk factors
The progression of white matter hyperintensities (WMH) varies considerably in adults. In this study, we aimed to predict the progression and related risk factors of WMH based on the radiomics of whole-brain wh...