2results about How to "Broad application value" patented technology

The application is a kind of multi-organ segmentation method based on parallel deep U-shaped network and probability density map, and the steps are as follows: step one: self-supervised pre-training of deep convolutional instance segmentation network encoder based on contrast learning on large-scale unlabeled image dataset; step two: based on organ probability density map and pre-training network weight, multi-organ preliminary segmentation of input image is carried out by using multi-scale parallel deep U-shaped instance segmentation network; step three: the preliminary segmentation result is improved by using multi-scale adaptive fusion module, and the fine multi-organ segmentation of the input image is obtained. The application can make full use of large-scale unlabeled data which is difficult to use in traditional supervised learning, and at the same time, the probability density map guide and multi-scale adaptive fusion module are introduced for multi-organ segmentation task, which ensures the accuracy and reliability of multi-organ segmentation result. The application can be closely combined with clinical diagnosis, radiotherapy and chemotherapy plan making and other related fields, and has broad market prospect and application value.

The application belongs to but is not limited to the technical field of Blattella germanica prevention and treatment, and discloses a Blattella germanica prevention and treatment method and system based on nanoparticle delivery of lethal gene dsRNA, which comprises the following steps: Blattella germanica lethal gene full-length cloning; plasmid construction and dsRNA expression and purification; and RNAi feeding. The application first confirms an efficient RNAi lethal target point for Blattella germanica, ensures the efficiency of the technical scheme, realizes low-cost and large-scale preparation of an active ingredient of an RNAi insecticide, breaks through the cost bottleneck of commercial application, creatively constructs a nanocomposite delivery system, efficiently overcomes the technical bottleneck of oral delivery of RNAi, and provides an environment-friendly practical prevention and treatment scheme, and has important application value and prospect.