Deep Learning based Oral Cancer Image Classification for Imbalanced Dataset
Bofan Song, Sumsum P. Sunny, Shaobai Li, G Keerthi, Sanjana Patrick, Nirza Mukhia, Shubha Gurudath, Subhashini Raghavan, Pramila Mendonca, Tsusennaro, Shirley T. Leivon, Trupti C. Kolur, Vivek Shetty, Vidya Bushan R, Rohan Michael Ramesh, Vijay Pillai, Alben Sigamani, Amritha Suresh, Moni Abraham Kuriakose, Praveen N. Birur · Frontiers in Optics / Laser Science · 2020
We use both data- and algorithm-level methods to improve the neural network performance of oral cancer image classification with imbalanced multi-class dataset captured from high-risk populations during oral cancer screening.