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Radiomics Features sentence examples within least absolute shrinkage



Contrast-Enhanced CT-Based Radiomics Analysis in Predicting Lymphovascular Invasion in Esophageal Squamous Cell Carcinoma



Clinical and CT Radiomics Nomogram for Preoperative Differentiation of Pulmonary Adenocarcinoma From Tuberculoma in Solitary Solid Nodule


Radiomics Features sentence examples within magnetic resonance imaging



An MRI-based radiomics-clinical nomogram for the overall survival prediction in patients with hypopharyngeal squamous cell carcinoma: a multi-cohort study



Computed Tomography-Based Radiomics in Predicting T Stage and Length of Esophageal Squamous Cell Carcinoma


Radiomics Features sentence examples within portal venous phase



An MR-Based Radiomics Model for Differentiation Between Hepatocellular Carcinoma and Focal Nodular Hyperplasia in Non-Cirrhotic Liver



CT-Based Radiomics Signature: A Potential Biomarker for Predicting Postoperative Recurrence Risk in Stage II Colorectal Cancer




Radiomics Features sentence examples within fluid attenuated inversion



Improving performance and generalizability in radiogenomics: a pilot study for prediction of IDH1/2 mutation status in gliomas with multicentric data



MRI-based radiomics signature and clinical factor for predicting H3K27M mutation in pediatric high-grade gliomas located in the midline of the brain


Radiomics Features sentence examples within support vector machine



A Fully Automatic Artificial Intelligence System Able to Detect and Characterize Prostate Cancer Using Multiparametric MRI: Multicenter and Multi-Scanner Validation



Development of a radiomic signature for predicting response to neoadjuvant chemotherapy in muscle-invasive bladder cancer.


Radiomics Features sentence examples within apparent diffusion coefficient



Multiparametric MRI-based radiomics analysis: differentiation of subtypes of cervical cancer in the early stage.



Technical feasibility of radiomics signature analyses for improving detection of occult tonsillar cancer


Radiomics Features sentence examples within clear cell renal



Validation of CT radiomics for prediction of distant metastasis after surgical resection in patients with clear cell renal cell carcinoma: exploring the underlying signaling pathways



Radiomics Analysis of Contrast-Enhanced CT Predicts Survival in Clear Cell Renal Cell Carcinoma


Radiomics Features sentence examples within enhanced computed tomography



Machine Learning-Based Radiomics Nomogram for Detecting Extramural Venous Invasion in Rectal Cancer



Preoperative Differentiation of Pancreatic Cystic Neoplasm Subtypes on CT-Based Radiomics: SCN, MCN And IPMN


Radiomics Features sentence examples within diffusion weighted imaging



Value of radiomics model based on multi-parametric magnetic resonance imaging in predicting epidermal growth factor receptor mutation status in patients with lung adenocarcinoma.



Prediction of Clinical Outcome for High-Intensity Focused Ultrasound Ablation of Uterine Leiomyomas Using Multiparametric MRI Radiomics-Based Machine Leaning Model


Radiomics Features sentence examples within contrast enhanced computed



Spleen Radiomics Signature: A Potential Biomarker for Prediction of Early and Late Recurrences of Hepatocellular Carcinoma After Resection



Radiomics Nomogram for Identifying Sub-1 cm Benign and Malignant Thyroid Lesions


Radiomics Features sentence examples within per patient image



A prediction model for degree of differentiation for resectable locally advanced esophageal squamous cell carcinoma based on CT images using radiomics and machine-learning.



Prediction of radiation pneumonitis after definitive radiotherapy for locally advanced non-small cell lung cancer using multi-region radiomics analysis


Radiomics Features sentence examples within shape first order



Bi-parametric magnetic resonance imaging based radiomics for the identification of benign and malignant prostate lesions: cross-vendor validation.



New Imaging Signatures of Cardiac Alterations in Ischaemic Heart Disease and Cerebrovascular Disease Using CMR Radiomics


Radiomics Features sentence examples within positron emission tomography



Positron Emission Tomography-Based Short-Term Efficacy Evaluation and Prediction in Patients With Non-Small Cell Lung Cancer Treated With Hypo-Fractionated Radiotherapy



Use of radiomics based on 18F-FDG PET/CT and machine learning methods to aid clinical decision-making in the classification of solitary pulmonary lesions: an innovative approach


Radiomics Features sentence examples within non contrast enhanced



Early recognition of necrotizing pneumonia in children based on non-contrast-enhanced computed tomography radiomics signatures.



Combined radiomics-clinical model to predict malignancy of vertebral compression fractures on CT


Radiomics Features sentence examples within deep neural network



Deep learning and radiomics analysis for prediction of placenta invasion based on T2WI.



Deep neural network-based approach to improving radiomics analysis reproducibility in liver cancer: effect on image resampling


Radiomics Features sentence examples within phase computed tomography



A Novel Radiomics-Platelet Nomogram for the Prediction of Gastroesophageal Varices Needing Treatment in Cirrhotic Patients



Preoperative Prediction of G1 and G2/3 Grades in Patients With Nonfunctional Pancreatic Neuroendocrine Tumors Using Multimodality Imaging.


Radiomics Features sentence examples within weighted imaging diffusion



Multiparameter MRI-based radiomics for preoperative prediction of extramural venous invasion in rectal cancer



Feasibility of magnetic resonance imaging-based radiomics features for preoperative prediction of extrahepatic cholangiocarcinoma stage.


Radiomics Features sentence examples within gross tumor volume



A Clinical-Radiomics Nomogram Based on Computed Tomography for Predicting Risk of Local Recurrence After Radiotherapy in Nasopharyngeal Carcinoma



Radiomics AI prediction for head and neck squamous cell carcinoma (HNSCC) prognosis and recurrence with target volume approach


Radiomics Features sentence examples within renal cell carcinoma



Quantitative image features from radiomic biopsy differentiate oncocytoma from chromophobe renal cell carcinoma.



Evaluation of radiomics and machine learning in identification of aggressive tumor features in renal cell carcinoma (RCC)


Radiomics Features sentence examples within squamous cell carcinoma



A subregion-based positron emission tomography/computed tomography (PET/CT) radiomics model for the classification of non-small cell lung cancer histopathological subtypes.



A Radiomics Nomogram for Non-Invasive Prediction of Progression-Free Survival in Esophageal Squamous Cell Carcinoma


Radiomics Features sentence examples within planning computed tomography



Dosimetric factors and radiomics features within different regions of interest in planning CT images for improving the prediction of radiation pneumonitis.


Radiomics Features sentence examples within negative breast cancer



An Ultrasound-Based Radiomics Nomogram for Differentiation of Triple-Negative Breast Cancer From Fibroadenoma


Radiomics Features sentence examples within Ct Radiomics Features



Deciphering the glioblastoma phenotype by Computed Tomography radiomics.



Comparison of clinical-computed tomography model with 2D and 3D radiomics models to predict occult peritoneal metastases in advanced gastric cancer


Radiomics Features sentence examples within Mrus Radiomics Features



Kurtosis is An MRI Radiomics Feature Predictor of Poor Prognosis in Patients with GBM



MRI radiomic features-based machine learning approach to classify ischemic stroke onset time


Radiomics Features sentence examples within 396 Radiomics Features



CT Radiomics Model for Predicting the Ki-67 Index of Lung Cancer: An Exploratory Study



Prediction of tumor response via a pretreatment MRI radiomics-based nomogram in HCC treated with TACE


Radiomics Features sentence examples within Quantitative Radiomics Features



Contrast-Enhanced CT-Based Radiomics Analysis in Predicting Lymphovascular Invasion in Esophageal Squamous Cell Carcinoma



Deep learning classification of lung cancer histology using CT images


Radiomics Features sentence examples within 851 Radiomics Features



Combination of Radiomics and Machine Learning with Diffusion-Weighted MR Imaging for Clinical Outcome Prognostication in Cervical Cancer



Risk Score Generated from CT-Based Radiomics Signatures for Overall Survival Prediction in Non-Small Cell Lung Cancer


Radiomics Features sentence examples within Extracted Radiomics Features



Development of a radiomic signature for predicting response to neoadjuvant chemotherapy in muscle-invasive bladder cancer.



Prediction of treatment outcome using MRI radiomics and machine learning in oropharyngeal cancer patients after surgical treatment.


Radiomics Features sentence examples within 107 Radiomics Features



Exploration of an Integrative Prognostic Model of Radiogenomics Features With Underlying Gene Expression Patterns in Clear Cell Renal Cell Carcinoma



MR Denoising Increases Radiomic Biomarker Precision and Reproducibility in Oncologic Imaging


Radiomics Features sentence examples within Derived Radiomics Features



A human-computer collaboration for COVID-19 differentiation: combining a radiomics model with deep learning and human auditing.



A Novel Application of Unsupervised Machine Learning and Supervised Machine Learning-Derived Radiomics in Anterior Cruciate Ligament Rupture


Radiomics Features sentence examples within Extract Radiomics Features



Predicting the Local Response of Esophageal Squamous Cell Carcinoma to Neoadjuvant Chemoradiotherapy by Radiomics with a Machine Learning Method Using 18F-FDG PET Images



Editorial for “The nomogram of MRI‐based radiomics with complementary visual features by machine learning improves stratification of glioblastoma patients: A multicenter study”


Radiomics Features sentence examples within Extracting Radiomics Features



The diagnostic value of a non-contrast computed tomography scan-based radiomics model for acute aortic dissection



A CT-based radiomics nomogram for differentiation of small masses (< 4 cm) of renal oncocytoma from clear cell renal cell carcinoma


Radiomics Features sentence examples within Combining Radiomics Features



Integrative nomogram of intratumoral, peritumoral, and lymph node radiomic features for prediction of lymph node metastasis in cT1N0M0 lung adenocarcinomas



Dual-region radiomics signature: Integrating primary tumor and lymph node computed tomography features improves survival prediction in esophageal squamous cell cancer


Radiomics Features sentence examples within Pet Radiomics Features



FET-PET radiomics in recurrent glioblastoma: prognostic value for outcome after re-irradiation?



Prognostic Value of Computed Tomography and/or 18F-Fluorodeoxyglucose Positron Emission Tomography Radiomics Features in Locally Advanced Non-small Cell Lung Cancer.


Radiomics Features sentence examples within Crafted Radiomics Features



CT-Based Radiomics Signatures for Predicting the Risk Categorization of Thymic Epithelial Tumors



Radiomics Models for the Preoperative Prediction of Pelvic and Sacral Tumor Types: A Single-Center Retrospective Study of 795 Cases


Radiomics Features sentence examples within Throughput Radiomics Features



Computer-aided differentiates benign from malignant IPMN and MCN with a novel feature selection algorithm.



A Radiomics Nomogram for Non-Invasive Prediction of Progression-Free Survival in Esophageal Squamous Cell Carcinoma


Radiomics Features sentence examples within Dimensional Radiomics Features



Machine-Learning Approach to Differentiation of Benign and Malignant Peripheral Nerve Sheath Tumors: A Multicenter Study.



Three-Dimensional Radiomics Features From Multi-Parameter MRI Combined With Clinical Characteristics Predict Postoperative Cerebral Edema Exacerbation in Patients With Meningioma


Radiomics Features sentence examples within 1409 Radiomics Features



XGBoost Classifier Based on Computed Tomography Radiomics for Prediction of Tumor-Infiltrating CD8+ T-Cells in Patients With Pancreatic Ductal Adenocarcinoma



The Value of CT Radiomics Analysis of Cavity Characteristics In Differentiating Nontuberculous Mycobacteriumpulmonary Disease From Pulmonary Tuberculosis


Radiomics Features sentence examples within Independent Radiomics Features



Definition and validation of a radiomics signature for loco-regional tumour control in patients with locally advanced head and neck squamous cell carcinoma



Accuracy of radiomics-based feature analysis on multiparametric MR images for non-invasive meningioma grading.


Radiomics Features sentence examples within Seven Radiomics Features



A CT-Based Radiomics Nomogram for Predicting Early Recurrence in Patients with High-Grade Serous Ovarian Cancer



Machine Learning Methods for Optimal Radiomics-Based Differentiation Between Recurrence and Inflammation: Application to Nasopharyngeal Carcinoma Post-therapy PET/CT Images


Radiomics Features sentence examples within Important Radiomics Features



IMAL-Net: Interpretable Multi-task Attention Learning Network for Invasive Lung Adenocarcinoma Screening in CT Images.



Multiparametric Integrated 18F-FDG PET/MRI-Based Radiomics for Breast Cancer Phenotyping and Tumor Decoding


Radiomics Features sentence examples within Combined Radiomics Features



Integrative Radiomics Models To Predict Biopsy Results For Negative Prostate MRI



Thermal Dose Images Enhance the Prediction of Local Tumor Progression After Multimode Ablation


Radiomics Features sentence examples within Predictive Radiomics Features



Validation of CT radiomics for prediction of distant metastasis after surgical resection in patients with clear cell renal cell carcinoma: exploring the underlying signaling pathways



Development and validation of magnetic resonance imaging-based radiomics models for preoperative prediction of microsatellite instability in rectal cancer.


Radiomics Features sentence examples within Textural Radiomics Features



Comparison of Radiomic Features in a Diverse Cohort of Patients With Pancreatic Ductal Adenocarcinomas



Evaluation of textural-based radiomics features for differentiation of COVID-19 pneumonia from non-COVID pneumonia


Radiomics Features sentence examples within 1316 Radiomics Features



Development of CT-Based Imaging Signature for Preoperative Prediction of Invasive Behavior in Pancreatic Solid Pseudopapillary Neoplasm



Gd-EOB-DTPA-enhanced MRI radiomics to predict vessels encapsulating tumor clusters (VETC) and patient prognosis in hepatocellular carcinoma


Radiomics Features sentence examples within 21 Radiomics Features



CT Radiomics for the Preoperative Prediction of Ki67 Index in Gastrointestinal Stromal Tumors: A Multi-Center Study



An AI-based radiomics nomogram for disease prognosis in patients with COVID-19 pneumonia using initial CT images and clinical indicators


Radiomics Features sentence examples within Deltum Radiomics Features



Delta radiomics for rectal cancer response prediction using low field magnetic resonance guided radiotherapy: an external validation.



Identifying Robust Radiomics Features for Lung Cancer by Using In-Vivo and Phantom Lung Lesions


Radiomics Features sentence examples within 1218 Radiomics Features



Preoperative Differentiation of Pancreatic Cystic Neoplasm Subtypes on CT-Based Radiomics: SCN, MCN And IPMN



Prediction of the Growth Rate of Early-Stage Lung Adenocarcinoma by Radiomics


Radiomics Features sentence examples within Imaging Radiomics Features



Magnetic resonance radiomics features and prognosticators in different molecular subtypes of pediatric Medulloblastoma



Preoperative Prediction of G1 and G2/3 Grades in Patients With Nonfunctional Pancreatic Neuroendocrine Tumors Using Multimodality Imaging.


Radiomics Features sentence examples within Key Radiomics Features



CT radiomics facilitates more accurate diagnosis of COVID-19 pneumonia: compared with CO-RADS



3D Convolutional Neural Networks for Classification of Alzheimer’s and Parkinson’s Disease with T1-Weighted Brain MRI



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