Technical and clinical considerations of a physical liver phantom for CT radiomics analysis
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Applied Clinical Medical Physics"
DOI: 10.1002/acm2.14309
Abstract: Abstract Objective This study identifies key characteristics to help build a physical liver computed tomography (CT) phantom for radiomics harmonization; particularly, the higher‐order texture metrics. Materials and methods CT scans of a radiomics phantom comprising… read more here.
Keywords: physical liver; radiomics analysis; phantom; liver ... See more keywords
Radiomics analysis of T2‐weighted images for differentiating invasive placentas in women at high risks
Sign Up to like & getrecommendations! Published in 2022 at "Magnetic Resonance in Medicine"
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
Sign Up to like & getrecommendations! Published in 2021 at "Scientific Reports"
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
Sign Up to like & getrecommendations! Published in 2022 at "Medicine"
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
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Computer Assisted Tomography"
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
Radiomics analysis of lesion-specific pericoronary adipose tissue to predict major adverse cardiovascular events in coronary artery disease
Sign Up to like & getrecommendations! Published in 2024 at "BMC Medical Imaging"
DOI: 10.1186/s12880-024-01325-1
Abstract: Objective To investigate the prognostic performance of radiomics analysis of lesion-specific pericoronary adipose tissue (PCAT) for major adverse cardiovascular events (MACE) with the guidance of CT derived fractional flow reserve (CT-FFR) in coronary artery disease… read more here.
Keywords: radiomics analysis; radiomics model; model; lesion specific ... See more keywords
Radiomics analysis of dual-layer detector spectral CT-derived iodine maps for predicting Ki-67 PI in pancreatic ductal adenocarcinoma
Sign Up to like & getrecommendations! Published in 2025 at "BMC Medical Imaging"
DOI: 10.1186/s12880-025-01664-7
Abstract: To evaluate the feasibility of radiomics analysis using dual-layer detector spectral CT (DLCT)-derived iodine maps for the preoperative prediction of the Ki-67 proliferation index (PI) in pancreatic ductal adenocarcinoma (PDAC). A total of 168 PDAC… read more here.
Keywords: layer detector; iodine maps; radiomics analysis; dual layer ... See more keywords
Radiomics analysis in predicting vascular invasion in gastric cancer based on enhanced CT: a preliminary study
Sign Up to like & getrecommendations! Published in 2024 at "BMC Cancer"
DOI: 10.1186/s12885-024-12793-7
Abstract: Vascular invasion (VI) is closely related to the metastasis, recurrence, prognosis, and treatment of gastric cancer. Currently, predicting VI preoperatively using traditional clinical examinations alone remains challenging. This study aims to explore the value of… read more here.
Keywords: cancer; analysis; radiomics analysis; gastric cancer ... See more keywords
MRI Radiomics Classification and Prediction in Alzheimer's Disease and Mild Cognitive Impairment: A Review.
Sign Up to like & getrecommendations! Published in 2020 at "Current Alzheimer research"
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