[HTML][HTML] … between cardiac amyloidosis and hypertrophic cardiomyopathy on non-contrast cine-magnetic resonance images using machine learning-based radiomics
S Jiang, L Zhang, J Wang, X Li, S Hu, Y Fu… - … in Cardiovascular …, 2022 - frontiersin.org
… CMR images is another approach to TA in CMR imaging (11, 12). Hence, we hypothesized
that a radiomics … any history of cardiac disease who did not exhibit cardiovascular disease or …
that a radiomics … any history of cardiac disease who did not exhibit cardiovascular disease or …
[HTML][HTML] Non-contrast cine cardiovascular magnetic resonance-based radiomics nomogram for predicting microvascular obstruction after reperfusion in ST-segment …
X Liu, T Xu, Y Peng, J Yuan, S Wang, W Xu… - … in Cardiovascular …, 2023 - frontiersin.org
… severe renal disease. Given the frequent coexistence of kidney and cardiovascular diseases
(… This study aimed to develop and validate a cine CMR-based radiomics model to predict …
(… This study aimed to develop and validate a cine CMR-based radiomics model to predict …
… intelligence approaches applied to cardiac computed tomography angiography and cardiac magnetic resonance for precision medicine in coronary heart disease: a …
T Infante, C Cavaliere, B Punzo, V Grimaldi… - … : Cardiovascular …, 2021 - Am Heart Assoc
… CMR findings were demonstrated to have prognostic values; … predictor of future cardiovascular
events in patients with a … of CCTA- and CMR-based radiomics, radiogenomics, and AI …
events in patients with a … of CCTA- and CMR-based radiomics, radiogenomics, and AI …
[HTML][HTML] Radiomics-based classification of left ventricular non-compaction, hypertrophic cardiomyopathy, and dilated cardiomyopathy in cardiovascular magnetic …
C Izquierdo, G Casas, C Martin-Isla… - … in Cardiovascular …, 2021 - frontiersin.org
… cardiac disease understanding (13, 14) and quantification (15–17). In addition to providing
comprehensive indicators of cardiac health and disease, CMR radiomics … a radiomics model …
comprehensive indicators of cardiac health and disease, CMR radiomics … a radiomics model …
A coronary CT angiography-derived myocardial radiomics model for predicting adverse outcomes in chronic myocardial infarction
Y Chen, N Zhang, Y Gao, Z Zhou, X Gao, J Liu… - … Journal of Cardiology, 2024 - Elsevier
… radiomics model of LV myocardium in predicting major adverse cardiovascular events (…
performance of this radiomics model with that of conventional clinical and CMR parameters. …
performance of this radiomics model with that of conventional clinical and CMR parameters. …
[HTML][HTML] A study on the application of radiomics based on cardiac MR non-enhanced cine sequence in the early diagnosis of hypertensive heart disease
ZP Ma, SW Wang, LY Xue, XD Zhang, W Zheng… - BMC Medical …, 2024 - Springer
… of radiomics technology in cardiovascular diseases has … demonstrated that radiomics
analysis based on CMR native T1 … models using radiomics were developed based on CMR non-…
analysis based on CMR native T1 … models using radiomics were developed based on CMR non-…
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
… CMR-based radiomics for distinguishing between ICM and DCM remains underexplored.
This study aimed to extract radiomic features from CMR … conditions or coronary artery disease, …
This study aimed to extract radiomic features from CMR … conditions or coronary artery disease, …
[HTML][HTML] Radiomics and deep learning for myocardial scar screening in hypertrophic cardiomyopathy
… cardiovascular magnetic resonance (CMR) imaging. GBCA is commonly used in CMR for
evaluation of vascular … Conventional non-GBCA (or native) CMR imaging sequences such as …
evaluation of vascular … Conventional non-GBCA (or native) CMR imaging sequences such as …
Clinical Implications of Machine Learning, Artificial Intelligence, and Radiomics in Cardiac Imaging
B Yum, A Adelsheimer, R Tafreshi, R Hagopian… - … in Cardiovascular …, 2020 - Springer
… CT is primarily used for evaluation of obstructive coronary artery disease (CAD) in low–…
Cardiac magnetic resonance imaging (CMR) is an advanced noninvasive technique that has …
Cardiac magnetic resonance imaging (CMR) is an advanced noninvasive technique that has …
[HTML][HTML] An assessment of PET and CMR radiomic features for detection of cardiac sarcoidosis
… A method of analyzing imaging data uses radiomics to … and CMR radiomic features in
differentiating CS from another cause of myocardial inflammation, in this case, patients with cardiac-…
differentiating CS from another cause of myocardial inflammation, in this case, patients with cardiac-…