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Deep machine-learning speeds assessment of fruit fly heart aging and disease, a model for human diseaseDrosophila—commonly known as fruit flies—are a valuable model for human heart pathophysiology, including cardiac aging and cardiomyopathy. However, a choke point in evaluating fruit fly hearts ...
Middle-aged hearts retain some degree of cardiac plasticity, and may represent a more optimal time—or quite simply the last time—to intervene.
"As we get older and cardiac cells get bigger, the body compensates by making ... "Making sure the communication between cells remains high during aging appears to occur naturally to keep ...
On average, people with health conditions may have hearts nearly five years older than their actual age, with some extreme cases showing decades of premature cardiac aging. This understanding ...
Girish Melkani and Team Leverage Machine Learning to Uncover Insights into Cardiac Aging and Disease
Melkani's study, “Automated assessment of cardiac dynamics in aging and dilated cardiomyopathy Drosophila models using machine learning,” was published in Communications Biology (A Nature Portfolio ...
Drosophila - commonly known as fruit flies - are a valuable model for human heart pathophysiology, including cardiac aging and cardiomyopathy. However, a choke point in evaluating fruit fly hearts ...
The minimally invasive cardiac surgery market is projected to grow at a 5-10% CAGR over the forecast period. Major factors ...
Epigenetic aging can accelerate because people don't ... exposure correlates with long-term issues like worsened risk of cardiac problems. But "the mechanisms for how that happens haven't been ...
Automated assessment of cardiac dynamics in aging and dilated cardiomyopathy Drosophila models using machine learning. Communications Biology , 2024; 7 (1) DOI: 10.1038/s42003-024-06371-7 Cite ...
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