Concepedia

Comparative analysis of machine learning algorithms for Alzheimer's disease classification using EEG signals and genetic information

Wei-Yang Yu, Ting-Hsuan Sun, Kai-Cheng Hsu, Chia‐Chun Wang, Shang-Yu Chien, Chon‐Haw Tsai, Yu‐Wan Yang

Computers in Biology and Medicine · 2024 · 28 citations · 25 references

DOI

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References

25

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

SciPy 1.0: fundamental algorithms for scientific computing in Python

Nature Methods · 2020 · 35.1K citations · Full text

XGBoost: A Scalable Tree Boosting System

arXiv (Cornell University) · 2016 · 7.1K citations · Full text

PRSice-2: Polygenic Risk Score software for biobank-scale data

Shing Wan Choi, Paul F. O’Reilly · GigaScience · 2019 · 1.6K citations · Full text

Systematic comparison of phenome-wide association study of electronic medical record data and genome-wide association study data

Joshua C. Denny, Lisa Bastarache, Marylyn D. Ritchie et al. · Nature Biotechnology · 2013 · 1.1K citations · Full text

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