Concepedia

KFPredict: An ensemble learning prediction framework for diabetes based on fusion of key features

Huamei Qi, Xiaomeng Song, Shengzong Liu, Yan Zhang, Kelvin K. L. Wong

Computer Methods and Programs in Biomedicine · 2023 · 37 citations · 23 references

Concepts

ComputingComputer ScienceHealth InformaticsFeature EngineeringMachine LearningPredictive AnalyticsDiabetes MellitusEnsemble LearningEnsemble MethodsFeature SelectionFeature-level FusionPredictive Health ModelingClassifier Ensemble FusionEnsemble Prediction SystemsEnsemble-based PredictionMachine Learning Prediction ModelsMulti-classifier Fusion

References

23

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

Stacked generalization

David H. Wolpert · Neural Networks · 1992 · 7.5K citations

ML-KNN: A lazy learning approach to multi-label learning

Min-Ling Zhang, Zhi‐Hua Zhou · Pattern Recognition · 2007 · 3.5K citations

Computing, Computer Science, Machine Learning +5

Prevalence of Complications in IDDM by Sex and Duration: Pittsburgh Epidemiology of Diabetes Complications Study II

Trevor J. Orchard, Janice S. Dorman, Raelene E. Maser et al. · Diabetes · 1990 · 501 citations

Medicine, Endocrinology, Pediatrics +12

A survey on deep learning in medicine: Why, how and when?

Francesco Piccialli, Vittorio Di Somma, Fabio Giampaolo et al. · Information Fusion · 2020 · 354 citations

Computing, Biomedical Informatics, Health Informatics +11