AI DIFFUSION MODEL-BASED TECHNOLOGY FOR AUTOMATING THE MULTI-CLASS LABELING OF ELECTRON MICROSCOPY DATASETS OF BRAIN CELL ORGANELLES FOR THEIR AUGMENTATION AND SYNTHETIC GENERATION

A technology for the automatic multi-class labeling of brain electron microscopy (EM) objects needed to create large synthetic datasets, which could be used for brain cell segmentation tasks, is proposed.The main research tools were a generative diffusion AI model and a U-Net-like segmentation model.The technology was studied on the segmentation ta

Planar Cell Polarity (PCP) is an evolutionarily conserved characteristic of animal tissues marked by coordinated polarization of cells or structures in the plane of TV Power Cord a tissue.In insect wing epithelium, for instance, PCP is characterized by en masse orientation of hairs orthogonal to its apical-basal axis and pointing along the proximal

Virus disease spreads effortlessly mechanically or through minute insect vectors that are Baking Mixes extremely challenging to avoid.Emergence and reemergence of new viruses such as severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), H1N1 influenza virus, avian influenza virus, dengue virus, Citrus tristeza virus, and Tomato yellow leaf

According to the archaeological evidence, the Neolithisation process in Albania seems to have passed through three different phases, with chronological gaps between them.The earliest phase is represented at the Vlusha site, where coarse monochrome pottery was found in the same layer Assessment Tools as microlithic tools.The second phase can be trac

Aim:DR-70 is a newly developed immunoassay that detects fibrin degradation products in blood.We aimed to evaluate ability of DR-70 in monitoring treatment response in advanced gastrointestinal (GI) cancers.Materials and Methods:We prospectively enrolled patients with advanced GI cancers Laser Unit treated with different lines of systemic therapies.