Visual Transformer with Statistical Test for COVID-19 Classification

Understand

With the massive damage in the world caused by Coronavirus Disease 2019 SARS-CoV-2 (COVID-19), many related research topics have been proposed in the past two years.

• The Chest Computed Tomography (CT) scans are the most valuable materials to diagnose the COVID-19 symptoms.
• However, most schemes for COVID-19 classification of Chest CT scan is based on a single-slice level, implying that the most critical CT slice should be selected from the original CT scan volume manually.
• We simultaneously propose 2-D and 3-D models to predict the COVID-19 of CT scan to tickle this issue.