BioCompNet: a deep learning workflow enabling automated body composition analysis toward precision management of cardiometabolic disorders
Peer-Reviewed Publication
Updates every hour. Last Updated: 14-Nov-2025 20:11 ET (15-Nov-2025 01:11 GMT/UTC)
A research paper by scientists at Shanghai Jiao Tong University School of Medicine presented BioCompNet—an end-to-end deep learning workflow that integrates dual-parametric magnetic resonance imaging (MRI) sequences (water/fat) with a hierarchical U-Net architecture to enable fully automated quantification of 15 biomechanically critical BC components..
The research paper, published on Aug. 20, 2025 in the journal Cyborg and Bionic Systems.Support from family, friends and partners can influence a person’s behaviors around firearms, with more support corresponding to a reduction in unsafe behaviors, according to a Rutgers Health researchers. Their study, published in Injury Prevention, examined how connections with others shape the ways that a person interacts with firearms.
Hypertension impairs blood vessels, neurons and white matter in the brain well before the condition causes a measurable rise in blood pressure, according to a new preclinical study from Weill Cornell Medicine investigators. The changes help explain why hypertension is a major risk factor for developing cognitive disorders, such as vascular cognitive impairment and Alzheimer’s disease.
Researchers at The University of Texas MD Anderson Cancer Center have uncovered unexpected traces of bacteria within brain tumors. This discovery offers new insights into the environment in which brain tumors grow and sets the stage for future studies seeking to improve treatment outcomes.
Published today in Nature Medicine, the data revealed that bacterial genetic and cellular elements were present inside brain tumor cells and across the tumor microenvironment. These bacterial components appeared biologically active, potentially influencing tumor behavior and progression in patients with gliomas and brain metastases.