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Article
Open AccessHigh-temporal resolution DCE-MRI improves assessment of intra- and peri-breast lesions categorized as BI-RADS 4
BI-RADS 4 breast lesions are suspicious for malignancy with a range from 2 to 95%, indicating that numerous benign lesions are unnecessarily biopsied. Thus, we aimed to investigate whether high-temporal-resolu...
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Article
Open AccessCT-based assessment of sarcopenia for differentiating wild-type from mutant-type gastrointestinal stromal tumor
Non-invasive prediction for KIT/PDGFRA status in GIST is a challenging problem. This study aims to evaluate whether CT based sarcopenia could differentiate KIT/PDGFRA wild-type gastrointestinal stromal tumor (...
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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
Comprehensive classification models based on amygdala radiomic features for Alzheimer’s disease and mild cognitive impairment
The amygdala is an important part of the medial temporal lobe and plays a pivotal role in the emotional and cognitive function. The aim of this study was to build and validate comprehensive classification mode...
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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
Can texture analysis based on single unenhanced CT accurately predict the WHO/ISUP grading of localized clear cell renal cell carcinoma?
The purpose was to investigate the value of texture analysis in predicting the World Health Organization (WHO)/International Society of Urological Pathology (ISUP) grading of localized clear cell renal cell ca...
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Article
Open AccessNo staghorn calculi and none/mild hydronephrosis may be risk factors for severe bleeding complications after percutaneous nephrolithotomy
To explore the risk factors for severe bleeding complications after percutaneous nephrolithotomy (PCNL) according to the modified Clavien scoring system.
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Article
MRI-Based Radiomics: Nomograms predicting the short-term response after transcatheter arterial chemoembolization (TACE) in hepatocellular carcinoma patients with diameter less than 5 cm
To construct MRI radiomics nomograms that can predict short-term response after TACE in HCC patients with diameter less than 5 cm.
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Article
Open AccessValue of radiomics model based on enhanced computed tomography in risk grade prediction of gastrointestinal stromal tumors
To explore the application of computed tomography (CT)-enhanced radiomics for the risk-grade prediction of gastrointestinal stromal tumors (GIST). GIST patients (n = 292) confirmed by surgery or endoscopic pat...
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Article
Open AccessA radiomic nomogram based on arterial phase of CT for differential diagnosis of ovarian cancer
To develop and validate a radiomic nomogram based on arterial phase of CT to discriminate the primary ovarian cancers (POCs) and secondary ovarian cancers (SOCs).
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Article
Open AccessA radiomics approach for automated diagnosis of ovarian neoplasm malignancy in computed tomography
This paper develops a two-dimensional (2D) radiomics approach with computed tomography (CT) to differentiate between benign and malignant ovarian neoplasms. A retrospective study was conducted from July 2017 t...
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Article
Pretreatment MR-based radiomics nomogram as potential imaging biomarker for individualized assessment of perineural invasion status in rectal cancer
To investigate whether pretreatment magnetic resonance (MR)-based radiomics nomogram can individualize prediction of perineural invasion (PNI) status in rectal cancer (RC).
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Article
Open AccessA convention-radiomics CT nomogram for differentiating fat-poor angiomyolipoma from clear cell renal cell carcinoma
This study aimed to construct convention-radiomics CT nomogram containing conventional CT characteristics and radiomics signature for distinguishing fat-poor angiomyolipoma (fp-AML) from clear-cell renal cell ...
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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).
