Multichannel Retinal Blood Vessel Segmentation Based on the Combination of Matched Filter and U-Net Network.

Aiming at the current problem of insufficient extraction of small retinal blood vessels, we propose a retinal blood vessel segmentation algorithm that combines supervised learning and unsupervised learning algorithms. In this study, we use a multiscale matched filter with vessel enhancement capability and a U-Net model with a coding and decoding network structure. Three channels are used to extract vessel features separately, and finally, the segmentation results of the three channels are merged.

Serum sLYVE-1 is not associated with coronary disease but with renal dysfunction: a retrospective study.

Recent evidence has indicated that the lymphatic vessel endothelial hyaluronan receptor (LYVE-1) is implicated in chronic inflammation and the lymphatic immune response. The soluble form of LYVE-1 (sLYVE-1) is produced by ectodomain shedding of LYVE-1 under pathological conditions including cancer and chronic inflammation. In this study, 1014 consecutive patients who underwent coronary angiography from May 2015 to September 2015 were included to investigate whether serum sLYVE-1 is associated with coronary artery disease (CAD) and its concomitant diseases includes chronic kidney disease (CKD).

Initial exploration of coronary stent image subtraction using dual-layer spectral CT.

Objectives: This study aimed to investigate the feasibility of coronary stent image subtraction using spectral tools derived from dual-layer spectral computed tomography (CT).

Methods: Forty-three patients (65 stents) who underwent coronary CT angiography using dual-layer spectral CT were included. Conventional, 50-keV (kilo electron-volt), 100-keV, and virtual non-contrast (VNC) images were reconstructed from the same cardiac phase.

The effects of low-dose nepsilon-(carboxymethyl)lysine (CML) and nepsilon-(carboxyethyl)lysine (CEL), two main glycation free adducts considered as potential uremic toxins, on endothelial progenitor cell function.

Background: Patients with chronic kidney disease (CKD) are at high risk of cardiovascular disease (CVD). Endothelial progenitor cell (EPCs) dysfunction plays a key role in this pathogenesis. Uremic retention toxins have been reported to be in associated with EPC dysfunction.

Effect of recombinant human SDF-1a on re-endothelialization after sirolimus-eluting stent implantation in rabbit aorta abdominalis.

Aims: Although the use of drug-eluting stents (DES) has been shown to limit neointimal hyperplasia in clinical coronary artery disease treatment, currently available DES may adversely affect re-endothelialization (RE) and thus increase fateful stent thrombosis. As stromal cell derived factor 1a (SDF-1a) plays an essential role in the regulation of endothelial progenitor cells (EPCs) mobilization, homing, and differentiation in response to vascular injury, we assumed that SDF-1a may enhance EPCs adhesion and attenuate delayed RE associated with DES.

Main Methods: Biologically active recombinant human SDF-1a (rhSDF-1a) was first produced using an Escherichia coli expression system.