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1.
Comput Intell Neurosci ; 2022: 6775674, 2022.
Article in English | MEDLINE | ID: mdl-35392047

ABSTRACT

In recent years, artificial intelligence technology has been widely used in various medical fields to effectively assist physicians in patient treatment operations. In this paper, we design and implement a deep biblical network model-based orthotic design for adolescent idiopathic scoliosis to quickly and effectively assist physicians in designing orthotics for adolescent idiopathic scoliosis. A fuzzy set is used to express the knowledge of adolescent idiopathic scoliosis orthosis design, and a fuzzy reasoning based on the confidence level is implemented. Finally, the efficiency of the design of adolescent idiopathic scoliosis orthoses was improved by 50% through two cases of adolescent idiopathic scoliosis patients, and the deviation rate between the inference value and the actual operation value of the domain experts was less than 10%.


Subject(s)
Scoliosis , Adolescent , Artificial Intelligence , Braces , Humans , Orthotic Devices , Scoliosis/rehabilitation , Treatment Outcome
2.
Gene ; 750: 144725, 2020 Aug 05.
Article in English | MEDLINE | ID: mdl-32360839

ABSTRACT

The small auxin-up RNA (SAUR) family plays a vital role in the regulation of plant growth and development. We identified 80 MdSAUR genes in this study. Phylogenetic analysis indicated that the SAUR proteins from Arabidopsis, rice, and apple were divided into six groups. Of the 80 MdSAURs, 71 were randomly distributed along the 17 chromosomes, while the remaining genes were located along unassigned scafoolds. Among them, a comprehensive overview of SAUR gene family is presented, including gene structures, chromosome locations, duplication and selection pressure analyses, synteny and promoter analyses, and protein interaction. The expression profiles based on microarray data found that 80 genes showed increased expression levels in at least one tissue including seed, seedling, root, stem, leaf, flower, fruit 100daa, and harvested fruit. MdSAUR7 possibly regulate the development of flower organs, and MdSAUR15, MdSAUR24, and MdSAUR80 promote the growth of fruits by regulating cell division. Quantitative real-time polymerase chain reaction (qRT-PCR) analysis indicated the expression levels of 79 MdSAUR genes in leaves under exogenous IAA treatment. MdSAUR4, MdSAUR22, MdSAUR37, MdSAUR38, MdSAUR49, and MdSAUR54 were up-regulated after IAA treatment compared with the control, indicating that they may play specific roles in the IAA signaling transduction pathway. This work provided a foundation for further investigations for the functional analyses of SAURs in apple.


Subject(s)
Genes, Plant/genetics , Indoleacetic Acids/metabolism , Malus/genetics , Arabidopsis/genetics , Fruit/metabolism , Gene Expression Profiling/methods , Gene Expression Regulation, Plant/genetics , Multigene Family/genetics , Phylogeny , Plant Growth Regulators/metabolism , Plant Leaves/metabolism , Plant Proteins/genetics , RNA/genetics , Seedlings/genetics
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