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Updated: Jul 1, 2026

Quantifying the Brain Metastatic Tumor Micro-Environment using an Organ-On-A Chip 3D Model, Machine Learning, and Confocal Tomography
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乳腺癌在低功耗物联网设备上的高效分类:对基因进化U-Net的研究

Mohit Agarwal1, Amit Kumar Dwivedi1, Dibyanarayan Hazra1

  • 1Bennett University, TechZone 2, Greater Noida, 201310, Uttar Pradesh, India.

Computers in biology and medicine
|November 5, 2024
PubMed
概括

这项研究使用遗传算法压缩了U-Net模型,在物联网设备上将乳腺癌分类的存储量减少了96.12%. 压缩模型显示了最小的1.33%的精度下降,并改善了推断时间.

关键词:
加速加速的加速压缩 压缩 压缩 压缩深度学习是一种深度学习.FCN FCN FCN FCN FCN FCN FCN FCN FCN FCN遗传算法 遗传算法 遗传算法迷你细分网 迷你细分网 迷你细分网语义细分 语义细分是指语义细分.联合国网络 联合国网络 联合国网络

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Mouse Models of Cancer Study02:43

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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.
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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,...