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Updated: Jul 7, 2026

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监督机器学习外生小鼠基因型,以预测个体的肝免疫学耐受性

Miwa Morita-Nakagawa1,2, Kohji Okamura3, Kazuhiko Nakabayashi4

  • 1Laboratory of Transplantation Immunology, National Research Institute for Child Health and Development, 2-10-1 Okura, Setagaya-ku, Tokyo, 157-8535, Japan.

Scientific reports
|October 17, 2024
PubMed
概括

异种小鼠的基因组变异预测了肝移植结果. 机器学习模型准确地预测了移植的存活率,突出了基因型.

关键词:
肝脏移植 肝脏移植异种的老鼠是异种的老鼠.有监督的机器学习.移植耐受性 移植耐受性

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Mouse Models of Cancer Study02:43

Mouse Models of Cancer Study

Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...