Digital whole-slide image analysis for automated diatom test in forensic cases of drowning using a convolutional neural network algorithm.

Yuanyuan Zhou,Ji Zhang,Jiao Huang,Kaifei Deng,Jianhua Zhang,Zhiqiang Qin,Zhenyuan Wang,Xiaofeng Zhang,Ya Tuo,Liqin Chen,Yijiu Chen,Ping Huang

Forensic Science International（2019）

引用 37|浏览26

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摘要

•Automated diatom identification in human tissues using convolutional neural network.•Designing a methodology competitive with forensic experts in diatom quantification.•Applying a deep learning method to analyze digital whole-slide image.

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关键词

Convolutional neural network,Artificial intelligence,Diatom examination,Drowning,Forensic pathology

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