Concepedia

Integration of the Extreme Gradient Boosting model with electronic health records to enable the early diagnosis of multiple sclerosis

Ruoning Wang, Wenjing Luo, Zifeng Liu, Weilong Liu, Chunxin Liu, Xun Liu, He Zhu, Rui Li, Jiafang Song, Xueqiang Hu,

Multiple Sclerosis and Related Disorders · 2020 · 12 citations · 24 references

DOI

Concepts

References

24

Multiple sclerosis

Alastair Compston, Alasdair Coles · The Lancet · 2008 · 4.3K citations

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Atlas of Multiple Sclerosis 2013: A growing global problem with widespread inequity

Paul Browne, Dhia Chandraratna, Ceri Angood et al. · Neurology · 2014 · 1.2K citations · Full text

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XGBoost Model for Chronic Kidney Disease Diagnosis

Adeola Ogunleye, Qing‐Guo Wang · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2019 · 778 citations

, , +17

Predicting healthcare trajectories from medical records: A deep learning approach

Trang Pham, Truyen Tran, Dinh Phung et al. · Journal of Biomedical Informatics · 2017 · 456 citations · Full text

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Clinical decision support systems for improving diagnostic accuracy and achieving precision medicine

Christian Castañeda, Kip Nalley, Ciaran Mannion et al. · Journal of Clinical Bioinformatics · 2015 · 410 citations · Full text

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