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Computed tomography-based radiomics model to predict adverse clinical outcomes in acute pulmonary embolism
This preliminary study investigated the feasibility of a combined model constructed using radiomic features based on computed tomography (CT) and...
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A MRI radiomics-based model for prediction of pelvic lymph node metastasis in cervical cancer
BackgroundCervical cancer (CC) is a common malignancy of the female reproductive tract, and preoperative prediction of lymph node metastasis (LNM) is...
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Staging liver fibrosis: comparison of radiomics model and fusion model based on multiparametric MRI in patients with chronic liver disease
ObjectivesTo develop and compare radiomics model and fusion model based on multiple MR parameters for staging liver fibrosis in patients with chronic...
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Development and validation of a clinical-radiomics model for prediction of prostate cancer: a multicenter study
PurposeTo develop an early diagnosis model of prostate cancer based on clinical-radiomics to improve the accuracy of imaging diagnosis of prostate...
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A multi-cohort study of the hippocampal radiomics model and its associated biological changes in Alzheimer’s Disease
There have been no previous reports of hippocampal radiomics features associated with biological functions in Alzheimer’s Disease (AD). This study...
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Feasibility of a clinical-radiomics combined model to predict the occurrence of stroke-associated pneumonia
PurposeTo explore the predictive value of radiomics in predicting stroke-associated pneumonia (SAP) in acute ischemic stroke (AIS) patients and...
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A Multiparametric MRI-based Radiomics Model for Stratifying Postoperative Recurrence in Luminal B Breast Cancer
AbstractThis study aims to develop an MRI-based radiomics model to assess the likelihood of recurrence in luminal B breast cancer. The study analyzed...
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Compressed sensing 3D T2WI radiomics model: improving diagnostic performance in muscle invasion of bladder cancer
BackgroundPreoperative discrimination between non-muscle-invasive bladder cancer (NMIBC) and the muscle invasive bladder cancer (MIBC) is a...
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Radiomics-Based Prediction Model for Outcome of Radioembolization in Metastatic Colorectal Cancer
PurposeTo evaluate the benefit of a contrast-enhanced computed tomography (CT) radiomics-based model for predicting response and survival in patients...
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The development of a combined clinico-radiomics model for predicting post-operative recurrence in atypical meningiomas: a multicenter study
PurposeAtypical meningiomas could manifest early recurrence after surgery and even adjuvant radiotherapy. We aimed to construct a clinico-radiomics...
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Multiregional-based magnetic resonance imaging radiomics model for predicting tumor deposits in resectable rectal cancer
PurposeTo establish and validate an integrated model incorporating multiregional magnetic resonance imaging (MRI) radiomics features and clinical...
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Preoperative prediction of microsatellite instability status in colorectal cancer based on a multiphasic enhanced CT radiomics nomogram model
BackgroundTo investigate the value of a nomogram model based on the combination of clinical-CT features and multiphasic enhanced CT radiomics for the...
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Predicting response to CCRT for esophageal squamous carcinoma by a radiomics-clinical SHAP model
BackgroundRadical concurrent chemoradiotherapy (CCRT) is frequently used as the first-line treatment for patients with locally advanced esophageal...
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Development and validation of [18 F]-PSMA-1007 PET-based radiomics model to predict biochemical recurrence-free survival following radical prostatectomy
PurposeBiochemical recurrence (BCR) following radical prostatectomy (RP) is a significant concern for patients with prostate cancer. Reliable...
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Predicting Risk Stratification in Early-Stage Endometrial Carcinoma: Significance of Multiparametric MRI Radiomics Model
Endometrial carcinoma (EC) risk stratification prior to surgery is crucial for clinical treatment. In this study, we intend to evaluate the...
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A radiomics-based interpretable model to predict the pathological grade of pancreatic neuroendocrine tumors
ObjectivesTo develop a computed tomography (CT) radiomics-based interpretable machine learning (ML) model to predict the pathological grade of...
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Feasibility of UTE-MRI-based radiomics model for prediction of histopathologic subtype of lung adenocarcinoma: in comparison with CT-based radiomics model
ObjectivesTo assess the feasibility of the UTE-MRI radiomic model in predicting the micropapillary and/or solid (MP/S) patterns of surgically...
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Development of a combined radiomics and CT feature-based model for differentiating malignant from benign subcentimeter solid pulmonary nodules
BackgroundWe aimed to develop a combined model based on radiomics and computed tomography (CT) imaging features for use in differential diagnosis of...
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Towards reproducible radiomics research: introduction of a database for radiomics studies
ObjectivesTo investigate the model-, code-, and data-sharing practices in the current radiomics research landscape and to introduce a radiomics...
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Radiomics model versus 2017 revised international consensus guidelines for predicting malignant intraductal papillary mucinous neoplasms
ObjectivesTo evaluate a CT-based radiomics model for identifying malignant pancreatic intraductal papillary mucinous neoplasms (IPMNs) and compare...
