Image resampling and discretization effect on the estimate of myocardial radiomic features from T1 and T2 mapping in hypertrophic cardiomyopathy
D Marfisi, C Tessa, C Marzi, J Del Meglio… - Scientific Reports, 2022 - nature.com
… Radiomics is emerging as a promising and useful tool in cardiac magnetic resonance (CMR)
imaging applications… of image resampling/discretization and filtering on radiomic features …
imaging applications… of image resampling/discretization and filtering on radiomic features …
Development and validation of a machine learning-based radiomics model on cardiac computed tomography of epicardial adipose tissue in predicting characteristics …
M Yang, Q Cao, Z Xu, Y Ge, S Li, F Yan… - … in cardiovascular …, 2022 - frontiersin.org
… medical images with high throughput (18–20). In the cardiovascular imaging field, radiomics
has … , this study aims to analyze radiomic features extracted from the LA-EAT on cardiac CT …
has … , this study aims to analyze radiomic features extracted from the LA-EAT on cardiac CT …
CT radiomic features and clinical biomarkers for predicting coronary artery disease
… This study was aimed to investigate the predictive value of the radiomics features extracted
… and radiomic data of 118 patients were retrospectively analyzed. In total, 93 radiomics …
… and radiomic data of 118 patients were retrospectively analyzed. In total, 93 radiomics …
Radiomics from Cardiovascular MR Cine Images for Identifying Patients with Hypertrophic Cardiomyopathy at High Risk for Heart Failure
H Zhang, L Zhao, H Wang, Y Yi, K Hui… - … Imaging, 2024 - pubs.rsna.org
… In conclusion, radiomics features extracted from cardiac cine images offer … cardiac predictors
alone. A model combined with radiomics score as well as clinical and standard cardiac MRI …
alone. A model combined with radiomics score as well as clinical and standard cardiac MRI …
[HTML][HTML] Radiomics of non-contrast-enhanced T1 mapping: diagnostic and predictive performance for myocardial injury in acute ST-segment-elevation myocardial …
Q Ma, Y Ma, T Yu, Z Sun, Y Hou - Korean Journal of Radiology, 2021 - ncbi.nlm.nih.gov
… Comparisons of the predictive performances among the T1 values, optimal radiomics
signature, and the combined radiomics model were performed using the Delong test. Categorical …
signature, and the combined radiomics model were performed using the Delong test. Categorical …
Radiomics in Cardiac CT
M Kolossváry, P Maurovich-Horvat - … in Cardiothoracic Imaging, 2022 - Springer
… AI applications such as radiomics have the potential to transform the field of cardiovascular
imaging. By … application is the use of these techniques for precision phenotyping of diseases. …
imaging. By … application is the use of these techniques for precision phenotyping of diseases. …
Integration of Cine-cardiac Magnetic Resonance Radiomics and Machine Learning for Differentiating Ischemic and Dilated Cardiomyopathy
J Deng, L Zhou, Y Li, Y Yu, J Zhang, B Liao, G Luo… - Academic …, 2024 - Elsevier
… radiomics models exhibit outstanding diagnostic performance in predicting HCM (12). The
application of cine CMR-based radiomics … radiomic features from CMR cine sequence images …
application of cine CMR-based radiomics … radiomic features from CMR cine sequence images …
Radiomics for the detection of diffusely impaired myocardial perfusion: A proof-of-concept study using 13N-ammonia positron emission tomography
G Degtiarova, C Garefa, R Boehm, D Ciancone… - Journal of Nuclear …, 2023 - Springer
… in cardiology and cardiovascular imaging are now quite common in research 13 and a …
that the application of radiomics to myocardial perfusion radionuclide retention images yields …
that the application of radiomics to myocardial perfusion radionuclide retention images yields …
Myocardial radiomics texture features associated with increased coronary calcium score—first results of a photon-counting CT
I Ayx, H Tharmaseelan, A Hertel, D Nörenberg… - Diagnostics, 2022 - mdpi.com
… semiautomatically by a radiologist with 9 years of experience in cardiovascular imaging.
Figure 2 shows an example segmentation of the left ventricular myocardium in the axial view. …
Figure 2 shows an example segmentation of the left ventricular myocardium in the axial view. …
[HTML][HTML] Cardiac computed tomography radiomics: a narrative review of current status and future directions
J Shang, Y Guo, Y Ma, Y Hou - … Imaging in Medicine and Surgery, 2022 - ncbi.nlm.nih.gov
… Two investigators with an experience of 5 years in cardiovascular imaging diagnosis
independently checked each identified article for inclusion criteria. Disagreements were discussed …
independently checked each identified article for inclusion criteria. Disagreements were discussed …