Concepedia

Machine learning for assisting cervical cancer diagnosis: An ensemble approach

Jiayi Lu, Enmin Song, Ahmed Ghoneim, Mubarak Alrashoud

Future Generation Computer Systems · 2020 · 217 citations · 19 references

Concepts

ComputingComputer ScienceOncologyClinical Decision SupportGynecologic OncologyMachine LearningCancer DetectionCancer DiagnosisCervical CancerComputer-aided DiagnosisEnsemble LearningEnsemble MethodsClassifier Ensemble FusionComputer-aided Cervical DiagnosisMachine Learning For DiagnosisMachine Learning For HealthcareMachine Learning-based Diagnosis

References

19

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

Freddie Bray, Jacques Ferlay, Isabelle Soerjomataram et al. · CA A Cancer Journal for Clinicians · 2018 · 87.7K citations · Full text

Medicine, Oncology, Cancer Epidemiology +16

Integrated genomic and molecular characterization of cervical cancer

Nature · 2017 · 1.6K citations · Full text

Medicine, Molecular Biology, Oncology +17

Disease Prediction by Machine Learning Over Big Data From Healthcare Communities

Min Chen, Yixue Hao, Kai Hwang et al. · IEEE Access · 2017 · 1.3K citations · Full text

Computing, Computer Science, Health Informatics +16

Deep Feature Learning for Medical Image Analysis with Convolutional Autoencoder Neural Network

Min Chen, Xiaobo Shi, Yin Zhang⋆ et al. · IEEE Transactions on Big Data · 2017 · 448 citations

Computing, Computer Science, Radiology +17

Cervical Microbiome and Cytokine Profile at Various Stages of Cervical Cancer: A Pilot Study

Astride Audirac-Chalifour, Kirvis Torres-Poveda, Margarita Bahena-Román et al. · PLoS ONE · 2016 · 407 citations · Full text

Medicine, Microbiology, Oncology +17