Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images

no code implementations • 19 Aug 2020 • Saul Calderon-Ramirez, Shengxiang-Yang, Armaghan Moemeni, David Elizondo, Simon Colreavy-Donnelly, Luis Fernando Chavarria-Estrada, Miguel A. Molina-Cabello

In this work we evaluate the performance of the semi-supervised deep learning architecture known as MixMatch using a very limited number of labelled observations and highly imbalanced labelled dataset.

Image Classification Pseudo Label