COVIDC: An Expert System to Diagnose COVID-19 and Predict its Severity using Chest CT Scans: Application in Radiology
1- python 3.6 2- Scikit Learn 0.23 3- Tensorflow 4- DenseNet121 CNN based pretrained model
Please see covidc_with_weights.py (For its webserver please visit https://covidc.pythonanywhere.com/)
Wajid Arshad Abbasi, Syed Ali Abbas, Saiqa Andleeb, Ghafoor ul Islam, Syeda Adin Ajaz, Kinza Arshad, Sadia Khalil, Asma Anjam, Kashif Ilyas, Mohsib Saleem, Jawad Chughtai, Ayesha Abbas, COVIDC: An Expert System to Diagnose COVID-19 and Predict its Severity using Chest CT Scans: Application in Radiology, Informatics in Medicine Unlocked, 2021,100540, https://doi.org/10.1016/j.imu.2021.100540.