Uncovering nasopharyngeal carcinoma from chronic rhinosinusitis and healthy subjects using routine medical tests via machine learning by Qi Liu, Jinyang Du, Yuge Li, Guiyuan Peng, Xuefang Wang, Yong Zhong, Ruxu Du

“…In our third test, when classifying NPC vs. controls, RF using only routine test data achieves an accuracy significantly better than RF using only EBV antibody data. Finally, in our last test, RF trained with NPC vs controls, using routine test data only, continued to perform well on an entirely separate dataset. …”
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Uncovering nasopharyngeal carcinoma from chronic rhinosinusitis and healthy subjects using routine medical tests via machine learning. by Qi Liu, Jinyang Du, Yuge Li, Guiyuan Peng, Xuefang Wang, Yong Zhong, Ruxu Du

“…In our third test, when classifying NPC vs. controls, RF using only routine test data achieves an accuracy significantly better than RF using only EBV antibody data. Finally, in our last test, RF trained with NPC vs controls, using routine test data only, continued to perform well on an entirely separate dataset. …”
Get full text