[HTML][HTML] Classification of imbalanced oral cancer image data from high-risk population
Significance: Early detection of oral cancer is vital for high-risk patients, and machine
learning-based automatic classification is ideal for disease screening. However, current …
learning-based automatic classification is ideal for disease screening. However, current …
Classification of imbalanced oral cancer image data from high-risk population
B Song, S Li, S Sunny, K Gurushanth… - Journal of …, 2021 - search.proquest.com
Significance: Early detection of oral cancer is vital for high-risk patients, and machine
learning-based automatic classification is ideal for disease screening. However, current …
learning-based automatic classification is ideal for disease screening. However, current …
Classification of imbalanced oral cancer image data from high-risk population
B Song, S Li, S Sunny, K Gurushanth, P Mendonca… - 2021 - repository.arizona.edu
Significance: Early detection of oral cancer is vital for high-risk patients, and machine
learning-based automatic classification is ideal for disease screening. However, current …
learning-based automatic classification is ideal for disease screening. However, current …
Classification of imbalanced oral cancer image data from high-risk population
B Song, S Li, S Sunny, K Gurushanth… - Journal of …, 2021 - pubmed.ncbi.nlm.nih.gov
Significance Early detection of oral cancer is vital for high-risk patients, and machine
learning-based automatic classification is ideal for disease screening. However, current …
learning-based automatic classification is ideal for disease screening. However, current …
Classification of imbalanced oral cancer image data from high-risk population
B Song, S Li, S Sunny, K Gurushanth… - Journal of …, 2021 - ui.adsabs.harvard.edu
Significance: Early detection of oral cancer is vital for high-risk patients, and machine
learning-based automatic classification is ideal for disease screening. However, current …
learning-based automatic classification is ideal for disease screening. However, current …
[HTML][HTML] Classification of imbalanced oral cancer image data from high-risk population
B Song, S Li, S Sunny, K Gurushanth… - Journal of Biomedical …, 2021 - ncbi.nlm.nih.gov
Significance: Early detection of oral cancer is vital for high-risk patients, and machine
learning-based automatic classification is ideal for disease screening. However, current …
learning-based automatic classification is ideal for disease screening. However, current …
Classification of imbalanced oral cancer image data from high-risk population.
B Song, S Li, S Sunny, K Gurushanth… - Journal of Biomedical …, 2021 - europepmc.org
Results By applying both data-level and algorithm-level approaches to the deep learning
training process, the performance of the minority classes, which were difficult to distinguish …
training process, the performance of the minority classes, which were difficult to distinguish …
Classification of imbalanced oral cancer image data from high-risk population
B Song, S Li, S Sunny, K Gurushanth… - Journal of Biomedical …, 2021 - escholarship.org
SignificanceEarly detection of oral cancer is vital for high-risk patients, and machine learning-
based automatic classification is ideal for disease screening. However, current datasets …
based automatic classification is ideal for disease screening. However, current datasets …