All-fiber miniature non-contact photoacoustic probe based on photoacoustic remote sensing microscopy for vascular imaging in vivo.

Photoacoustic (PA) remote sensing (PARS) microscopy represents a significant advancement by eliminating the need for traditional acoustic coupling media in PA microscopy (PAM), thereby broadening its potential applications. However, current PARS microscopy setups predominantly rely on free-space optical components, which can be cumbersome to implement and limit the scope of imaging applications. In this study, we develop an all-fiber miniature non-contact PA probe based on PARS microscopy, utilizing a 532-nm excitation wavelength, and showcase its effectiveness in in vivo vascular imaging.

Indoor Localization Based on VIO System and Three-Dimensional Map Matching.

High-precision indoor localization plays a vital role in various places. In recent years, visual inertial odometry (VIO) system has achieved outstanding progress in the field of indoor localization. However, it is easily affected by poor lighting and featureless environments.

Improving Positioning Accuracy via Map Matching Algorithm for Visual-Inertial Odometer.

A visual-inertial odometer is used to fuse the image information obtained by a vision sensor with the data measured by an inertial sensor and recover the motion track online in a global frame. However, in an indoor environment, geometric transformation, sparse features, illumination changes, blurring, and noise will occur, which will either cause a reduction in or failure of the positioning accuracy. To solve this problem, a map matching algorithm based on an indoor plane structure map is proposed to improve the positioning accuracy of the system; this algorithm was implemented using a conditional random field model.

Two stage residual CNN for texture denoising and structure enhancement on low dose CT image.

Background And Objective: X-ray computed tomography (CT) plays an important role in modern medical science. Human health problems caused by CT radiation have attracted the attention of the academic community widely. Reducing radiation dose results in a deterioration in image quality and further affects doctor's diagnosis.

LncRNA SNHG20 is associated with clinical progression and enhances cell migration and invasion in osteosarcoma.

SNHG20 is a novel lncRNA which has been showed to be overexpressed and functions as oncogenic lncRNA in several types of human cancer. The role of SNHG20 in osteosarcoma is still unknown. The purpose of our study was to identify the clinical value and biological function of SNHG20 in osteosarcoma.