Concepedia

Cluster analysis of dietary patterns associated with colorectal cancer derived from a Moroccan case–control study

Noura Qarmiche, Khaoula El Kinany, Nada Otmani, Karima El Rhazi, Nour El Houda Chaoui

BMJ Health & Care Informatics · 2023 · 13 citations · 23 references

Open access

Abstract

The proposed algorithm applied to the CCR Nutrition database identified two dietary profiles associated with CRC: the 'dangerous pattern' and the 'prudent pattern'. The results of this study could contribute to recommendations for CRC preventive diet in the Moroccan population.

References

23

Global cancer statistics, 2012

Lindsey A. Torre, Freddie Bray, Rebecca L. Siegel et al. · CA A Cancer Journal for Clinicians · 2015 · 27.2K citations · Full text

Algorithm AS 136: A K-Means Clustering Algorithm

J. A. Hartigan, M. Anthony Wong · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1979 · 14.2K citations

Document Clustering, Engineering, Data Science +7

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.6K citations

Evolutionary Data Mining, Top 10, Machine Learning +7

Hierarchical Grouping to Optimize an Objective Function

Joe H. Ward · Journal of the American Statistical Association · 1963 · 3.2K citations

Mathematical Programming, Complete Hierarchical Structure, Objective Function +14

Unsupervised K-Means Clustering Algorithm

Kristina P. Sinaga, Miin‐Shen Yang · IEEE Access · 2020 · 2K citations · Full text

Cluster Computing, Instance-based Learning, Document Clustering +14