Radiomics analysis of T2‐weighted images for differentiating invasive placentas in women at high risks
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DOI: 10.1002/mrm.29396
Abstract: To develop and validate an MRI‐based radiomics model for differentiating invasive placentas in patients with high risks. read more here.
Keywords: invasive placentas; differentiating invasive; high risks; weighted images ... See more keywords
Radiomics analysis of dual-energy CT-derived iodine maps for diagnosing metastatic cervical lymph nodes in patients with papillary thyroid cancer
Sign Up to like & getrecommendations! Published in 2020 at "European Radiology"
DOI: 10.1007/s00330-020-06866-x
Abstract: Objective To investigate the value of radiomics analysis of dual-energy computed tomography (DECT)–derived iodine maps for preoperative diagnosing cervical lymph nodes (LNs) metastasis in patients with papillary thyroid cancer (PTC). Methods Two hundred and fifty-five… read more here.
Keywords: validation; iodine maps; radiomics analysis; image features ... See more keywords
Prediction of radiation pneumonitis after definitive radiotherapy for locally advanced non-small cell lung cancer using multi-region radiomics analysis
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DOI: 10.1038/s41598-021-95643-x
Abstract: To predict grade ≥ 2 radiation pneumonitis (RP) in patients with locally advanced non-small cell lung cancer (NSCLC) using multi-region radiomics analysis. Data from 77 patients with NSCLC who underwent definitive radiotherapy between 2008 and 2018 were… read more here.
Keywords: multi region; analysis; region radiomics; radiomics analysis ... See more keywords
ATRX status in patients with gliomas: Radiomics analysis
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DOI: 10.1097/md.0000000000030189
Abstract: The aim of this study was to develop a noninvasive radiomics analysis model based on preoperative multiparameter MRI to predict the status of the biomarker alpha thalassemia/mental retardation X-linked syndrome (ATRX) in glioma noninvasively. Material… read more here.
Keywords: radiomics analysis; atrx status; model; status ... See more keywords
Diagnostic Feasibility of Magnetic Resonance Elastography Radiomics Analysis for the Assessment of Hepatic Fibrosis in Patients With Nonalcoholic Fatty Liver Disease
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DOI: 10.1097/rct.0000000000001308
Abstract: Objective The aim of the study was to investigate the diagnostic feasibility of radiomics analysis using magnetic resonance elastography (MRE) to assess hepatic fibrosis in patients with nonalcoholic fatty liver disease (NAFLD). Methods One hundred… read more here.
Keywords: magnetic resonance; hepatic fibrosis; resonance elastography; radiomics analysis ... See more keywords
Accurate and Feasible Deep Learning Based Semi-Automatic Segmentation in CT for Radiomics Analysis in Pancreatic Neuroendocrine Neoplasms
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2021.3070708
Abstract: Current clinical practice or radiomics studies of pancreatic neuroendocrine neoplasms (pNENs) require manual delineation of the lesions in computed tomography (CT) images, which is time-consuming and subjective. We used a semi-automatic deep learning (DL) method… read more here.
Keywords: radiomics analysis; automatic segmentation; segmentation; based semi ... See more keywords
MRI Radiomics Classification and Prediction in Alzheimer's Disease and Mild Cognitive Impairment: A Review.
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DOI: 10.2174/1567205017666200303105016
Abstract: BACKGROUND Alzheimer's disease (AD) is a progressive neurodegenerative disease that threatens the health of the elderly. Mild cognitive impairment (MCI) is considered to be the prodromal stage of AD. To date, AD or MCI diagnosis… read more here.
Keywords: classification; alzheimer disease; disease; cognitive impairment ... See more keywords
CT-Based Radiomics Analysis for Preoperative Diagnosis of Pancreatic Mucinous Cystic Neoplasm and Atypical Serous Cystadenomas
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DOI: 10.3389/fonc.2021.621520
Abstract: Objectives To investigate the value of CT-based radiomics analysis in preoperatively discriminating pancreatic mucinous cystic neoplasms (MCN) and atypical serous cystadenomas (ASCN). Methods A total of 103 MCN and 113 ASCN patients who underwent surgery… read more here.
Keywords: pancreatic mucinous; based radiomics; atypical serous; mucinous cystic ... See more keywords
Corrigendum: Contrast-Enhanced CT-Based Radiomics Analysis in Predicting Lymphovascular Invasion in Esophageal Squamous Cell Carcinoma
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DOI: 10.3389/fonc.2021.712493
Abstract: [This corrects the article DOI: 10.3389/fonc.2021.644165.]. read more here.
Keywords: radiomics analysis; enhanced based; based radiomics; analysis predicting ... See more keywords
PET/CT-based radiomics analysis may help to predict neoadjuvant chemotherapy outcomes in breast cancer
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DOI: 10.3389/fonc.2022.849626
Abstract: Background The aim of this study was to evaluate the clinical usefulness of radiomics signature-derived 18F-fluorodeoxyglucose (18F-FDG) positron emission tomography–computed tomography (PET-CT) for the early prediction of neoadjuvant chemotherapy (NAC) outcomes in patients with (BC).… read more here.
Keywords: radiomics analysis; neoadjuvant chemotherapy; pet based; based radiomics ... See more keywords
Based on Tau PET Radiomics Analysis for the Classification of Alzheimer’s Disease and Mild Cognitive Impairment
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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