Title	A Review on Detection of COVID-19 Cases from Medical Images Using Machine Learning-Based Approach
Author	Noof Al-dieef and Shabana Habib
Citation	Vol. 24  No. 3  pp. 59-70
Keywords	Detection, COVID-19, coronavirus, medical images, Artificial Intelligence

Title	Single Image Dehazing: An Analysis on Generative Adversarial Network
Author	Amina Khatun, Mohammad Reduanul Haque , Rabeya Basri, and Mohammad Shorif Uddin
Citation	Vol. 24  No. 2  pp. 136-142
Keywords	Image dehazing; deep learning; convolutional neural networks (CNN); generative adversarial networks (GAN).

Title	Optimize KNN Algorithm for Cerebrospinal Fluid Cell Diseases
Author	Soobia Saeed, Afnizanfaizal Abdullah, NZ Jhanjhi
Citation	Vol. 24  No. 2  pp. 43-52
Keywords	Brain Tumor, MRI, Image Segmentation, CSF, KNN

Title	Injection of Cultural-based Subjects into Stable Diffusion Image Generative Model
Author	Amirah Alharbi, Reem Alluhibi, Maryam Saif, Altalhi, Alharthi
Citation	Vol. 24  No. 2  pp. 1-14
Keywords	Generative model; Diffusion model; Bias; Saudi culture; text-to-image