What are the needed criteria for the adoption of new technology aimed at preventing duodenoscope-transmitted infections?

Elta, Grace H.; Law, Ryan

doi:10.1016/j.gie.2020.03.3859

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2022

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Cited by 1 publication

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“…Its main improvement is that the complexity of the tree is also taken into account in the objective function, and the Taylor expansion of the objective function is used to solve the second-order approximate solution in the iterative optimization process, which can speed up the iterative process. e definition of the XGBoost objective function is shown in the following formula [11]:…”

Section: Reselection Mechanismmentioning

confidence: 99%

Evidence Prediction Method Based on Sentence Selection for Legal Documents

Bai

2022

Advances in Multimedia

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In order to solve the problem that it is difficult to find evidence from a large number of legal document statements and the irrelevant statements in a large number of document sample data will cause a great interference to the prediction results and further improve the accuracy of evidence prediction, this paper puts forward an intelligent evidence criterion prediction method for legal documents based on the comprehensive consideration of legal problems, the nature of statements, and the characteristics of answers. The binary cross-entropy of different statements is used to obtain the interaction information between different statements. Through experiments, it is found that the score of Joint F1 proposed in this paper is 70.07%, which is more accurate than the mainstream model and also verifies the effectiveness of the scheme.

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Section: Reselection Mechanismmentioning

confidence: 99%

Evidence Prediction Method Based on Sentence Selection for Legal Documents

Bai

2022

Advances in Multimedia

View full text Add to dashboard Cite

show abstract

What are the needed criteria for the adoption of new technology aimed at preventing duodenoscope-transmitted infections?

Cited by 1 publication

References 9 publications

Evidence Prediction Method Based on Sentence Selection for Legal Documents

Evidence Prediction Method Based on Sentence Selection for Legal Documents

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