Phys.org

Machine learning model sheds new light on muscle development

Life sciences have never been more digital. To learn more about life processes, biologists are collecting massive quantities of data that computer scientists analyze by means of sophisticated ...
Nature

Deep learning-based quantification of temporalis muscle has prognostic value in patients with glioblastoma

Glioblastoma is the commonest malignant brain tumour. Sarcopenia is associated with worse cancer survival, but manually quantifying muscle on imaging is time-consuming. We present a deep ...
Nature

Contrast-enhanced magnetic resonance imaging based calf muscle perfusion and machine learning in peripheral artery disease

Peripheral artery disease (PAD) remains underdiagnosed and undertreated and is associated with an increased risk for adverse cardiovascular outcomes. Imaging provides an approach to identifying ...
Medical Xpress

Hidden muscle fat poses danger to heart and metabolism, deep learning model reveals

Using a deep learning model to analyze the composition of large muscles on MRI, German researchers found that the proportions of intermuscular fat and lean muscle mass were associated with high blood ...
Phys.org

Machine learning model sheds new light on muscle development

Building muscles: Muscle stem cells (their nuclei marked in blue) gradually alter their structure and function, becoming adult muscle cells (whose nuclei turn red). Those cells will eventually fuse ...