A clinically practical radiomics-clinical combined model based on PET/CT data and nomogram predicts EGFR mutation in lung adenocarcinoma
Sign Up to like & getrecommendations! Published in 2021 at "European Radiology"
DOI: 10.1007/s00330-020-07676-x
Abstract: This study aims to develop a clinically practical model to predict EGFR mutation in lung adenocarcinoma patients according to radiomics signatures based on PET/CT and clinical risk factors. This retrospective study included 583 lung adenocarcinoma… read more here.
Keywords: lung adenocarcinoma; model; pet radiomics; egfr mutation ... See more keywords
FDG PET radiomics: a review of the methodological aspects
Sign Up to like & getrecommendations! Published in 2018 at "Clinical and Translational Imaging"
DOI: 10.1007/s40336-018-0292-9
Abstract: PurposeTo perform an updated review regarding the influence of methodological conditions on radiomics analyses of 18F-FDG PET imaging.MethodsWe performed a systematic review of the literature using PubMed/Medline and Google scholars, with multiple research keywords for… read more here.
Keywords: pet; review methodological; radiomics review; pet radiomics ... See more keywords
A review on advances in 18F-FDG PET/CT radiomics standardisation and application in lung disease management
Sign Up to like & getrecommendations! Published in 2022 at "Insights into Imaging"
DOI: 10.1186/s13244-021-01153-9
Abstract: Radiomics analysis quantifies the interpolation of multiple and invisible molecular features present in diagnostic and therapeutic images. Implementation of 18-fluorine-fluorodeoxyglucose positron emission tomography/computed tomography ( 18 F-FDG PET/CT) radiomics captures various disorders in non-invasive and… read more here.
Keywords: lung; pet; pet radiomics; fdg pet ... See more keywords
Combination of 18F-Fluorodeoxyglucose PET/CT Radiomics and Clinical Features for Predicting Epidermal Growth Factor Receptor Mutations in Lung Adenocarcinoma
Sign Up to like & getrecommendations! Published in 2022 at "Korean Journal of Radiology"
DOI: 10.3348/kjr.2022.0295
Abstract: Objective To identify epidermal growth factor receptor (EGFR) mutations in lung adenocarcinoma based on 18F-fluorodeoxyglucose (FDG) PET/CT radiomics and clinical features and to distinguish EGFR exon 19 deletion (19 del) and exon 21 L858R missense… read more here.
Keywords: lung adenocarcinoma; epidermal growth; growth factor; radiomics model ... See more keywords
A Machine Learning Model Based on PET/CT Radiomics and Clinical Characteristics Predicts Tumor Immune Profiles in Non-Small Cell Lung Cancer: A Retrospective Multicohort Study
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Immunology"
DOI: 10.3389/fimmu.2022.859323
Abstract: Background The tumor immune microenvironment (TIME) phenotypes have been reported to mainly impact the efficacy of immunotherapy. Given the increasing use of immunotherapy in cancers, knowing an individual’s TIME phenotypes could be helpful in screening… read more here.
Keywords: tumor immune; radiomics clinical; model; cancer ... See more keywords
The role of artificial intelligence based on PET/CT radiomics in NSCLC: Disease management, opportunities, and challenges
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Oncology"
DOI: 10.3389/fonc.2023.1133164
Abstract: Objectives Lung cancer has been widely characterized through radiomics and artificial intelligence (AI). This review aims to summarize the published studies of AI based on positron emission tomography/computed tomography (PET/CT) radiomics in non-small-cell lung cancer… read more here.
Keywords: artificial intelligence; management; based pet; cancer ... See more keywords
Based on Tau PET Radiomics Analysis for the Classification of Alzheimer’s Disease and Mild Cognitive Impairment
Sign Up to like & getrecommendations! Published in 2023 at "Brain Sciences"
DOI: 10.3390/brainsci13020367
Abstract: Alzheimer’s Disease (AD) and Mild Cognitive Impairment (MCI) are closely associated with Tau proteins accumulation. In this study, we aimed to implement radiomics analysis to discover high-order features from pathological biomarker and improve the classification… read more here.
Keywords: tau pet; classification; based tau; radiomics analysis ... See more keywords
A Systematic Review of PET Textural Analysis and Radiomics in Cancer
Sign Up to like & getrecommendations! Published in 2021 at "Diagnostics"
DOI: 10.3390/diagnostics11020380
Abstract: Background: Although many works have supported the utility of PET radiomics, several authors have raised concerns over the robustness and replicability of the results. This study aimed to perform a systematic review on the topic… read more here.
Keywords: systematic review; pet radiomics; review; number patients ... See more keywords