AlShowarah, S.A. , Zreikat, A.I. and Assam, H.A. 2025. DeepSystem: The Effect of the Optimized Deep Learning and Blurring Filters on the Automated Detection of Pneumonia Using X-ray Images . International Journal of Innovative Research and Scientific Studies. 8, 3 (May 2025), 2817–2833. DOI:https://doi.org/10.53894/ijirss.v8i3.7087.