Artificial intelligence and machine learning in precision medicine: A paradigm shift in big data analysis
The integration of artificial intelligence in precision medicine has revolutionized healthcare
delivery. Precision medicine identifies the phenotype of particular patients with less-common …
delivery. Precision medicine identifies the phenotype of particular patients with less-common …
Blinded, randomized trial of sonographer versus AI cardiac function assessment
Artificial intelligence (AI) has been developed for echocardiography,–, although it has not yet
been tested with blinding and randomization. Here we designed a blinded, randomized non …
been tested with blinding and randomization. Here we designed a blinded, randomized non …
Big data in cardiology: State-of-art and future prospects
Cardiological disorders contribute to a significant portion of the global burden of disease.
Cardiology can benefit from Big Data, which are generated and released by different …
Cardiology can benefit from Big Data, which are generated and released by different …
Artificial intelligence in the risk prediction models of cardiovascular disease and development of an independent validation screening tool: a systematic review
Y Cai, YQ Cai, LY Tang, YH Wang, M Gong, TC Jing… - BMC medicine, 2024 - Springer
Background A comprehensive overview of artificial intelligence (AI) for cardiovascular
disease (CVD) prediction and a screening tool of AI models (AI-Ms) for independent external …
disease (CVD) prediction and a screening tool of AI models (AI-Ms) for independent external …
Towards interpretable imaging genomics analysis: Methodological developments and applications
X Cen, W Dong, W Lv, Y Zhao, F Dubee, AFA Mentis… - Information …, 2023 - Elsevier
Identifying the relationship between imaging features and genetic variation (a term coined
“imaging genomics”) offers valuable insight into the pathogenesis of cancer, as well as …
“imaging genomics”) offers valuable insight into the pathogenesis of cancer, as well as …
[HTML][HTML] Artificial intelligence, big data and heart transplantation: Actualities
V Palmieri, A Montisci, MT Vietri, PC Colombo… - International Journal of …, 2023 - Elsevier
Background As diagnostic and prognostic models developed by traditional statistics perform
poorly in real-world, artificial intelligence (AI) and Big Data (BD) may improve the supply …
poorly in real-world, artificial intelligence (AI) and Big Data (BD) may improve the supply …
Systematic reviews of machine learning in healthcare: a literature review
K Kolasa, B Admassu… - Expert Review of …, 2024 - Taylor & Francis
Introduction The increasing availability of data and computing power has made machine
learning (ML) a viable approach to faster, more efficient healthcare delivery. Methods A …
learning (ML) a viable approach to faster, more efficient healthcare delivery. Methods A …
Prediction of fractional flow reserve with enhanced ant lion optimized support vector machine
H Lu, L Huang, Y Xie, Z Zhou, H Cui, S Jing, Z Yang… - Heliyon, 2023 - cell.com
The evaluation of coronary morphology provides important guidance for the treatment of
coronary heart disease (CHD). A chaotic Gaussian mutation antlion optimizer algorithm …
coronary heart disease (CHD). A chaotic Gaussian mutation antlion optimizer algorithm …
De novo DNA methylation induced by circulating extracellular vesicles from acute coronary syndrome patients
Background and aims DNA methylation is associated with gene silencing, but its clinical role
in cardiovascular diseases (CVDs) remains to be elucidated. We hypothesized that …
in cardiovascular diseases (CVDs) remains to be elucidated. We hypothesized that …
Hypomethylation in MTNR1B: a novel epigenetic marker for atherosclerosis profiling using stenosis radiophenotype and blood inflammatory cells
Background Changes in gene-specific promoter methylation may result from aging and
environmental influences. Atherosclerosis is associated with aging and environmental …
environmental influences. Atherosclerosis is associated with aging and environmental …