Title	Deep Dense Model for Classification of Covid-19 in X-ray Images
Author	Wesam H. Alsabban, Fareed Ahmad, Ali Al-Laith, Saeed M. Kabrah, Mohammed A. Boghdadi, Farhan Masud
Citation	Vol. 22  No. 1  pp. 429-442
Keywords	Deep learning models, dense model, fine-tuning, augmentation, transfer learning, COVID-19 classification, coronavirus.

Title	Improving the Prediction and Classification of PCOS using SCBOD Feature Extraction with Augmentation
Author	S Jeevitha and N Priya
Citation	Vol. 22  No. 9  pp. 756-764
Keywords	PCOS (Polycystic Ovarian Syndrome), SCBOD (Size and Count Based Object Detection), Augmentation techniques, SVM classifier, CNN classification, Watershed method.

Title	A Hybrid ResNet50-UNet Model for Ischemic Stroke brain Segmentation from MRI Images
Author	Fathia ABOUDI, Cyrine DRISSI, Tarek KRAIEM
Citation	Vol. 22  No. 11  pp. 467-476
Keywords	Medical image segmentation, Ischemic stroke dis- ease, UNet, ResNet50, MRI, Transfer learning, data augmentation