Amandeep kaur, & Pooja Sharma. (2026). Indispensable role of Artificial Intelligence in COVID-19 Diagnosis and Prediction: A Thematic Narrative Review. International Journal of Computer Information Systems and Industrial Management Applications, 18(14s), 1143–1150. https://doi.org/10.70917/ijcisim-2026-4328