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Updated: Jun 23, 2025

High-Throughput Analysis of Optical Mapping Data Using ElectroMap
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CAManim:动画端到端网络激活地图

Emily Kaczmarek1, Olivier X Miguel2, Alexa C Bowie2

  • 1Children's Hospital of Eastern Ontario Research Institute, Ottawa, Canada.

PloS one
|June 18, 2024
PubMed
概括

我们介绍CAManim,这是一款新的可视化工具,可以在卷积神经网络 (CNN) 的所有层中激活类激活地图 (CAM),以提高模型的解释性. 这种方法提高了对CNN预测的理解,并引入了一个新的定量评估,ybROAD,以提高对AI模型的信任.

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