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

1 Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Science & Peking Union Medical College, Beijing, China 2 Department of Orthopedics, ...