Title	Digital Doc A Voice-Based Disease Prediction System
Author	Dr. Khalid Nazim Abdul Sattar, Ahsan Ahmed, Dr. Mutasim Al Sadig
Citation	Vol. 22  No. 1  pp. 375-382
Keywords	Speech-to-text; Meta-algorithm; Machine learning model; Medical chatbot; Na?ve Bayes; Convolutional Neural Networks.

Title	Analyzing the Impact of Lockdown on COVID-19 Pandemic in Saudi Arabia
Author	Jayadev Gyani, Mohd Anul Haq, Ahsan Ahmed
Citation	Vol. 22  No. 4  pp. 39-46
Keywords	Omicron; Correlation; Covid-19; Machine Learning; Multinomial Logistic Model; Lockdown

Title	On Interesting Correlation between Meteorological Parameters and COVID-19 Pandemic in Saudi Arabia
Author	Mohd Anul Haq, Ahsan Ahmed, Ahmed Ibrahim Shahin
Citation	Vol. 22  No. 4  pp. 159-168
Keywords	Covid-19; Temperature; Humidity; Dew point; Wind speed; Saudi Arabia

Title	Machine Learning-based Classification of Hyperspectral Imagery
Author	Mohd Anul Haq, Ziaur Rehman, Ahsan Ahmed, Mohd Abdul Rahim Khan
Citation	Vol. 22  No. 4  pp. 193-202
Keywords	Hyperspectral, Classification, ANN, Dimensionality