Boundary delineation in transrectal ultrasound images for region of interest of prostate.

Accurate and robust prostate segmentation in transrectal ultrasound (TRUS) images is of great interest for ultrasound-guided brachytherapy for prostate cancer. However, the current practice of manual segmentation is difficult, time-consuming, and prone to errors. To overcome these challenges, we developed an accurate prostate segmentation framework (A-ProSeg) for TRUS images.

A Robust and Explainable Structure-Based Algorithm for Detecting the Organ Boundary From Ultrasound Multi-Datasets.

Detecting the organ boundary in an ultrasound image is challenging because of the poor contrast of ultrasound images and the existence of imaging artifacts. In this study, we developed a coarse-to-refinement architecture for multi-organ ultrasound segmentation. First, we integrated the principal curve-based projection stage into an improved neutrosophic mean shift-based algorithm to acquire the data sequence, for which we utilized a limited amount of prior seed point information as the approximate initialization.

Dysfunction of natural killer cells mediated by PD-1 and Tim-3 pathway in anaplastic thyroid cancer.

The survival rate of anaplastic thyroid cancer (ATC) remains about 7% to 14%. The natural killer (NK) cells are a critical component of antitumor immunity, and their composition and function in thyroid cancer patients are investigated in this study. In healthy controls and early stage thyroid cancer patients, >90% of circulating NK cells were CD56CD16 and fewer than 10% were CD56CD16.