References
- K. Abbayya., N. Y. Puthanakar, S. Naduwinmani, and Y. S. Chidambar. "Association between periodontitis and Alzheimer's disease," North American Journal of Medical Sciences, vol. 7, no. 6, pp. 241-246, Jun. 2015. https://doi.org/10.4103/1947-2714.159325
- F. B. Teixeira, M. T. Saito, F. C. Matheus, R. D. Prediger, E. S. Yamada, C. S. F. Maia, and R. R. Lima. "Periodontitis and Alzheimer's Disease: A Possible Comorbidity between Oral Chronic Inflammatory Condition and Neuroinflammation," Frontiers in Aging Neuroscience, vol. 9, pp. 327, Oct 2017. https://doi.org/10.3389/fnagi.2017.00327
- D. F. Kinane, P. G. Stathopoulou and P. N. Papapanou, "Periodontal diseases," Nature Reviews Disease Primers. vol. 3 pp. 17038, Jun 2017. https://doi.org/10.1038/nrdp.2017.38
- J. H. Lee, D. H. Kim, S. N. Jeong, and S. H. Choi. "Diagnosis and prediction of periodontally compromised teeth using a deep learning-based convolutional neural network algorithm," Journal of Periodontal & Implant Science..vol. 48, no. 2. pp. 114-123, Apr. 2018. https://doi.org/10.5051/jpis.2018.48.2.114
- M. Kebschull, R. T. Demmer, B. Grun B, P. Guarnieri, P. Pavlidis, and P. N. Papapanou, "Gingival tissue transcriptomes identify distinct periodontitis phenotypes," Journal of Dental Research, vol. 93 no. 5, pp. 459-468. May 2014. https://doi.org/10.1177/0022034514527288
- G. P . Way and C. S. Greene, "Extracting a biologically relevant latent space from cancer transcriptomes with variational autoencoders," in Proceedings of the Pacific Symposium on Biocomputing, Big Island of Hawaii, pp. 80-91, 2018.
- L. V. D. Maaten, and G. Hinton "Visualizing Data using t-SNE," Journal of Machine Learning Research, vol 9. pp. 2579-2605, Nov. 2008.
- J. H. Krijthe (2015). Rtsne: T-Distributed Stochastic Neighbor Embedding using a Barnes-Hut Implementation, Available: https://github.com/jkrijthe/Rtsne
- J. R. Quinlan. "Introduction of Decision Trees", Machine Learning, vol. 1, pp. 81-106, Mar. 1986. https://doi.org/10.1007/BF00116251
- T. K. Ho. "Random Decision Forests," Proceedings of the 3rd International Conference on Document Analysis and Recognition, Montreal, QC, pp. 278-282, 1995.
- C. J. C. Burge, "A tutorial on support vector machines for pattern recognition," Data Mining and Knowledge Discovery, vol. 2, pp. 121-167, Jun. 1998. https://doi.org/10.1023/A:1009715923555
- R. Treventhan, "Sensitivity, Specificity, and Predictive Values: Foundations, Pliabilities, and Pitfalls in Research and Practice," Frontiers in Public Health, vol. 5, pp. 307, Nov. 2017. https://doi.org/10.3389/fpubh.2017.00307
- M. Miyauchi, M. Ao, H. Furusho, C. Chea, A. Nagasaki, S. Sakamoto, T. Ando, T. Inubushi, K. Kozai, and T. Takata, "Galectin-3 Plays an Important Role in Preterm Birth Caused by Dental Infection of Porphyromonas gingivalis," Scientific Reports, vol. 8, pp. 2867, Feb. 2018. https://doi.org/10.1038/s41598-018-21072-y
- P. K. Shetty, and T. N. Pattabiraman. "Salivary glycoproteins as indicators of oral diseases," Indian Journal of Clinical Biochemistry, vol. 19 no. 1, pp. 97-101. Jan. 2004. https://doi.org/10.1007/BF02872400
- A. Subramanian, P. Tamayo, V. K. Mootha, S. Mukherjee, B. L. Ebert, M. A. Gillette, A. Paulovich, S. L. Pomeroy, T. R. Golub, E. S. Lander, and J. P. Mesirov. "Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles," Proceedings of the National Academy of Sciences of the United States of America, vol. 102 no. 43, pp. 15545-15550. Sep 2005. https://doi.org/10.1073/pnas.0506580102
- Y. Benjamini and D. Yekutieli, "The Control of the False Discovery Rate in Multiple Testing under Dependency," The Annals of Statistics, vol. 29, no. 4, pp. 1165-1188. Aug. 2011. https://doi.org/10.1214/aos/1013699998
- P. Parthiban, J. Mahendra., "Toll-Like Receptors: A Key Marker for Periodontal Disease and Preterm Birth - A Contemporary Review," Journal of Clinical and Diagnostic Research, vol. 9, no. 9 pp. ZE14-17. Sep. 2015. https://doi.org/10.1111/crj.12098
- L. Sun, R. D. Ye, "Role of G protein-coupled receptors in inflammation.." Acta Pharmacologica Sinica, vol. 33 no. 3, pp. 342-350. Feb. 2012. https://doi.org/10.1038/aps.2011.200
- H.-H. Lin, H. Cheng-Chih, P. Caroline, H. Josee, S. Torsten , and H. Jorg. "Adhesion GPCRs in regulating immune responses and inflammation," Advances in immunology, vol. 136, pp. 163-201. Jan. 2017. https://doi.org/10.1016/bs.ai.2017.05.005