Impact of image quality on radiomics applications
Y Cui, FF Yin - Physics in Medicine & Biology, 2022 - iopscience.iop.org
Radiomics features extracted from medical images have been widely reported to be useful
in the patient specific outcome modeling for variety of assessment and prediction purposes …
in the patient specific outcome modeling for variety of assessment and prediction purposes …
Radiomics versus visual and histogram-based assessment to identify atheromatous lesions at coronary CT angiography: an ex vivo study
Background Visual and histogram-based assessments of coronary CT angiography have
limited accuracy in the identification of advanced lesions. Radiomics-based machine …
limited accuracy in the identification of advanced lesions. Radiomics-based machine …
[HTML][HTML] Artificial intelligence-driven radiomics study in cancer: the role of feature engineering and modeling
Modern medicine is reliant on various medical imaging technologies for non-invasively
observing patients' anatomy. However, the interpretation of medical images can be highly …
observing patients' anatomy. However, the interpretation of medical images can be highly …
[图书][B] Radiomics and its clinical application: artificial intelligence and medical big data
The rapid development of artificial intelligence technology in medical data analysis has led
to the concept of radiomics. This book introduces the essential and latest technologies in …
to the concept of radiomics. This book introduces the essential and latest technologies in …
[图书][B] Cardiovascular imaging
JHC Reiber, EE van der Wall - 2012 - books.google.com
In the past, coronary arteriography was the only modality available to provide high quality
images of the coronary anatomy. Quantitative coronary arteriography (QCA) was developed …
images of the coronary anatomy. Quantitative coronary arteriography (QCA) was developed …
Cardiovascular nuclear imaging: from perfusion to molecular function
T Higuchi, FM Bengel - Heart, 2008 - heart.bmj.com
Myocardial perfusion scintigraphy (MPS) is a well established clinical imaging technique for
the diagnostic and prognostic workup of coronary artery disease, and it has been the …
the diagnostic and prognostic workup of coronary artery disease, and it has been the …
Radiomics: a primer on processing workflow and analysis
Quantitative analysis of medical images can provide objective tools for diagnosis,
prognostication, and disease monitoring. Radiomics refers to automated extraction of a large …
prognostication, and disease monitoring. Radiomics refers to automated extraction of a large …
[HTML][HTML] Radiomics: is it time to compose the puzzle?
I Castiglioni, MC Gilardi - Clinical and Translational Imaging, 2018 - Springer
Following the introduction of the term “Radiomics”, proposed to imply the “Comprehensive
quantification of disease phenotypes by applying a large number of quantitative image …
quantification of disease phenotypes by applying a large number of quantitative image …
Quality of science and reporting for radiomics in cardiac magnetic resonance imaging studies: a systematic review
Objectives To evaluate the quality of radiomics studies using cardiac magnetic resonance
imaging (CMR) according to the radiomics quality score (RQS), Transparent Reporting of a …
imaging (CMR) according to the radiomics quality score (RQS), Transparent Reporting of a …