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Derived Radiomics sentence examples within derived radiomics feature



Contrast-Enhanced Spectral Mammography-Based Radiomics Nomogram for the Prediction of Neoadjuvant Chemotherapy-Insensitive Breast Cancers



Abstract PO-034: The prediction of mandibular osteoradionecrosis in head and neck cancer patients using CT-derived radiomics features


Derived Radiomics sentence examples within derived radiomics model



Development and external validation of a non-invasive molecular status predictor of chromosome 1p/19q co-deletion based on MRI radiomics analysis of Low Grade Glioma patients.



Detection of Prostate Cancer Using Biparametric Prostate MRI, Radiomics, and Kallikreins: A Retrospective Multicenter Study of Men With a Clinical Suspicion of Prostate Cancer.


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10.21203/RS.3.RS-242269/V1

Title: Cardiac MRI derived radiomics based machine learning (ML) models in identifying pulmonary hypertension (PH)- Impact of segmentation, radiomics side experiments and DAFIT approach on model performance


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10.1007/s00330-021-08249-2

Robustness of dual-energy CT-derived radiomic features across three different scanner types



Applications of artificial intelligence in oncologic 18F-FDG PET/CT imaging: a systematic review.


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10.1038/s41598-021-92155-6

Radiomics side experiments and DAFIT approach in identifying pulmonary hypertension using Cardiac MRI derived radiomics based machine learning models


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10.1016/j.ejrad.2021.109678

Development and external validation of a non-invasive molecular status predictor of chromosome 1p/19q co-deletion based on MRI radiomics analysis of Low Grade Glioma patients.


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10.3389/fonc.2021.605230

Contrast-Enhanced Spectral Mammography-Based Radiomics Nomogram for the Prediction of Neoadjuvant Chemotherapy-Insensitive Breast Cancers


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10.1007/s12149-021-01585-9

Prediction of local recurrence and distant metastasis using radiomics analysis of pretreatment nasopharyngeal [18F]FDG PET/CT images


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10.1158/1557-3265.ADI21-PO-034

Abstract PO-034: The prediction of mandibular osteoradionecrosis in head and neck cancer patients using CT-derived radiomics features



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


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10.1007/s40336-021-00464-7

Emerging applications of imaging in glioma: focus on PET/MRI and radiomics



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



Prognostic and Predictive Radiomics Nomogram for Estimating Survival Benefit of Adjuvant Chemotherapy in Resected Early-Stage (I or II) Lung Adenocarcinoma



Molecular subtype classification of breast cancer using established radiomic signature models based on 18F-FDG PET/CT images.


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10.1186/s12885-021-08122-x

Predicting cell invasion in breast tumor microenvironment from radiological imaging phenotypes


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10.1038/s41598-021-92341-6

MRI-derived radiomics model for baseline prediction of prostate cancer progression on active surveillance



Detection of Prostate Cancer Using Biparametric Prostate MRI, Radiomics, and Kallikreins: A Retrospective Multicenter Study of Men With a Clinical Suspicion of Prostate Cancer.


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10.1016/j.ejso.2021.07.014

Evaluation of dual-energy CT derived radiomics signatures in predicting outcomes in patients with advanced gastric cancer after neoadjuvant chemotherapy.


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10.1007/s00330-021-08154-8

Intra-scan inter-tissue variability can help harmonize radiomics features in CT



Simultaneous Identification of EGFR, KRAS, ERBB2, and TP53 Mutations in Patients with Non-Small Cell Lung Cancer by Machine Learning-Derived Three-Dimensional Radiomics


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10.3389/fonc.2021.659981

Dual-Energy Computed Tomography-Based Radiomics to Predict Peritoneal Metastasis in Gastric Cancer


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10.1007/s00330-021-08326-6

Multiparametric magnetic resonance imaging-derived radiomics for the prediction of disease-free survival in early-stage squamous cervical cancer


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10.1007/s00259-021-05455-4

Prediction of H3K27M-mutant brainstem glioma by amide proton transfer–weighted imaging and its derived radiomics


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10.1136/neurintsurg-2021-017832

Using angiographic parametric imaging-derived radiomics features to predict complications and embolization outcomes of intracranial aneurysms treated by pipeline embolization devices



MRI-Derived Radiomics to Guide Post-operative Management for High-Risk Prostate Cancer


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10.1007/s00384-019-03455-3

Pre-treatment ADC image-based random forest classifier for identifying resistant rectal adenocarcinoma to neoadjuvant chemoradiotherapy


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10.1109/ISBI.2019.8759229

A Radiomics Approach to Traumatic Brain Injury Prediction in CT Scans



Repeatability of radiomics and machine learning for DWI: Short‐term repeatability study of 112 patients with prostate cancer


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