A hybrid approach for lung cancer diagnosis using optimized random forest classification and K-means visualization algorithm
Author:
Publisher
Springer Science and Business Media LLC
Subject
Biomedical Engineering,Applied Microbiology and Biotechnology,Bioengineering,Biotechnology
Link
https://link.springer.com/content/pdf/10.1007/s12553-022-00679-2.pdf
Reference34 articles.
1. Reck M, Rabe KF. Precision Diagnosis and Treatment for Advanced Non–Small-Cell Lung Cancer. N Engl J Med. 2017;377:849–61. https://doi.org/10.1056/nejmra1703413.
2. Knight SB, Crosbie PA, Balata H, Chudziak J, Hussell T, Dive C. Progress and prospects of early detection in lung cancer. Open Biol. 2017. https://doi.org/10.1098/rsob.170070.
3. Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A. Erratum: Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries, CA. Cancer J Clin. 2020;70:313–313. https://doi.org/10.3322/caac.21609.
4. Liu L, Li W, He Z, Chen W, Liu H, Chen K, Pi X. Detection of lung cancer with electronic nose using a novel ensemble learning framework. J Breath Res. 2021;15: 026014. https://doi.org/10.1088/1752-7163/abe5c9.
5. Siegel RL, Miller KD, Fuchs HE, Jemal A. Cancer Statistics, 2021. CA Cancer J Clin. 2021;71:7–33. https://doi.org/10.3322/caac.21654.
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