IEEE

Aortic Cavity Segmentation in PLAX Images Using Deep Learning with Heatmap Guidance

Abstract: Accurate segmentation of the aortic lumen in the parasternal long-axis (PLAX) view at end-diastole during echocardiography is crucial for providing reliable data for assessing cardiac ...
PNAS

Circulating cell-free RNA signatures for the characterization and diagnosis of myalgic encephalomyelitis/chronic fatigue syndrome

Contributed by Maureen R. Hanson; received March 28, 2025; accepted June 30, 2025; reviewed by Christopher Armstrong and Y. M. D. Lo People living with myalgic encephalomyelitis/chronic fatigue ...
Frontiers

A multi-omics approach elucidates the link between artificial food colorings and common cancers

AFCs-related targets were collected from CTD, ChEMBL, SEA, and TargetNet, and cancer-related targets from GeneCards, OMIM, and CTD. Overlapping targets were subjected to STRING-based PPI analysis and ...
IEEE

Applying Deep Learning and Heatmap Techniques for Sinusitis Diagnosis Using Enhanced 3-D Image Segmentation

Abstract: Sinusitis, characterized by inflammation of the sinus cavities, presents diagnostic challenges due to the subjective and time-consuming nature of manual computed tomography (CT) scan ...
Frontiers

Coagulation-related genes COL3A1 and MMP1 influence the development of osteoarthritis and the surrounding immunological environment

Coagulation is an important physiological process for the body to cope with vascular injury, involving platelet activation, coagulation factor cascade reaction and fibrin formation. The role of the ...