AI-medical-diagnosis-team-of-JNU/SPEMFSL-Diagnosis-COVID-19

Python

SPEMFSL-Diagnosis-COVID-19

This repository holds the code for the paper: Semantic-Powered Explainable Model-Free Few-Shot Learning Scheme of Diagnosing COVID-19 on Chest X-Ray

data_process.py:

This code is used to construct N-way K-shot tasks.

model.py:

This code is the proposed model.

train.py:

This code is the proposed train strategy.

Dataset Source:

https://github.com/ieee8023/covid-chestxray-dataset Dr. Joseph Cohen
https://pyimagesearch.com/category/medical/ Dr. Adrian Rosebrock
https://www.who.int/health-topics/severe-acute-respiratory-syndrome#tab=tab_1 WHO