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在微观图像中检测疟疾寄生虫的高效深度学习方法

Sorio Boit1, Rajvardhan Patil1

  • 1College of Computing, Grand Valley State University, Grand Rapids, MI 49503, USA.

Diagnostics (Basel, Switzerland)
|December 17, 2024
PubMed
概括

一个新的深度学习模型,EDRI,通过红细胞图像准确地检测疟疾. 这种先进的工具为诊断这种危及生命的疾病提供了更快,更可靠的方法.

关键词:
深度学习是一种深度学习.诊断 诊断 诊断 诊断 诊断 诊断疟疾 疟疾 是一种疾病.

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相关概念视频

Malaria01:29

Malaria

Malaria pathogenesis in humans reflects a delicate interplay between parasite biology and host response. Clinical illness reflects a host’s immune response to the parasite’s asexual replication cycle, which is often asymptomatic in individuals with partial immunity. From the parasite's perspective, transmission between mosquito and human with minimal host pathology is evolutionarily advantageous. Among the six Plasmodium species infecting humans, P. falciparum and P. vivax dominate in global...