Concepedia

A preliminary study on early postmortem submersion interval (PMSI) estimation and cause-of-death discrimination based on nontargeted metabolomics and machine learning algorithms

Fuyuan Zhang, Linlin Wang, Wenwen Dong, Miao Zhang, Dilichati Tash, Xinjie Li, Shu-Kui Du, Hao-Miao Yuan, Rui Zhao, Da-Wei Guan

International Journal of Legal Medicine · 2022 · 31 citations · 38 references

DOI

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References

38

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

HMDB 3.0—The Human Metabolome Database in 2013

David S. Wishart, Timothy Jewison, An Chi Guo et al. · Nucleic Acids Research · 2012 · 2.9K citations · Full text

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An empirical comparison of supervised learning algorithms

Rich Caruana, Alexandru Niculescu-Mizil · 2006 · 2.7K citations

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Metabonomics

Jeremy K. Nicholson, John C. Lindon · Nature · 2008 · 1.9K citations

Machine learning applications for prediction of relapse in childhood acute lymphoblastic leukemia

Liyan Pan, Guangjian Liu, Fangqin Lin et al. · Scientific Reports · 2017 · 149 citations · Full text

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