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脊椎分割和识别中的深度学习研究综述
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作者 李先杰 蒲立新 +2 位作者 靳仓正 曹旭 王成礼 《中国卫生信息管理杂志》 2021年第2期268-272,284,共6页
回顾了与脊椎分割和识别相关的深度学习概念,介绍了深度学习在医学图像分割领域比较成熟的研究,以及深度学习在脊椎分割、脊椎识别和其他场景中的实际应用,并对当前的最新技术进行了系统总结,探讨了未来的研究方向。分析了深度学习虽然... 回顾了与脊椎分割和识别相关的深度学习概念,介绍了深度学习在医学图像分割领域比较成熟的研究,以及深度学习在脊椎分割、脊椎识别和其他场景中的实际应用,并对当前的最新技术进行了系统总结,探讨了未来的研究方向。分析了深度学习虽然在脊椎分割与识别领域取得了一些引人注目的成果,但在分割精度、样本局限、标注挑战、超参数等方面存在的问题尚未得到很好解决的原因。展望可预见的未来,深度学习将会对医学图像分析,以及整个医学成像领域产生巨大影响。 展开更多
关键词 深度学习 脊椎分割 脊椎识别
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Identification of medaka magnetoreceptor and cryptochromes
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作者 Yunzhi Wang Jianbin Chen +1 位作者 Feng Zhu Yunhan Hong 《Science China(Life Sciences)》 SCIE CAS CSCD 2017年第3期271-278,共8页
Magnetoreception is a hallmark ability of animals for orientation and migration via sensing and utilizing geomagnetic fields.Magnetoreceptor(MagR) and cryptochromes(Cry) have recently been identified as the basis for ... Magnetoreception is a hallmark ability of animals for orientation and migration via sensing and utilizing geomagnetic fields.Magnetoreceptor(MagR) and cryptochromes(Cry) have recently been identified as the basis for magnetoreception in Drosophila.However,it has remained unknown whether MagR and Cry have conserved roles in diverse animals.Here we report the identification and expression of magr and cry genes in the fish medaka(Oryzias latipes).Cloning and sequencing identified a single magr gene,four cry genes and one cry-like gene in medaka.By sequence alignment,chromosomal synteny and gene structure analysis,medaka cry2 and magr were found to be the orthologs of human Cry2 and Magr,with cry1 aa and crylab being coorthologs of human Cry1.Therefore,magr and cry2 have remained as single copy genes,whereas cry1 has undergone two rounds of gene duplication in medaka.Interestingly,magr and cry genes were detected in various stages throughout embryogenesis and displayed ubiquitous expression in adult organs rather than specific or preferential expression in neural organs such as brain and eye.Importantly,magr knockdown by morpholino did not produce visible abnormality in developing embryos,pointing to the possibility of producing viable magr knockouts in medaka as a vertebrate model for magnet biology. 展开更多
关键词 magnetoreception MagR cryptochrome magnetogenetics
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