aspg-3-3447-1791419449 20261008003049 American Scientific Publishing Group admin@americaspg.com American Scientific Publishing Group Fusion: Practice and Applications FPA 2770-0070 2692-4048 2025 18 1 Israa Hussain Abd Alla Ministry of Education, Open Educational College, Baghdad, Al-Karkh-3, Iraq Falath M.Mohammed College of Education for Humanities, Geography Department, Ramadi, Iraq Saif Al-din M. N University of Anbar, College of Computer and Information Technology, Ramadi, Iraq Azmi Shawkat Abdulbaqi University of Anbar, Renewable Energy Research Center, Ramadi, Iraq Throughout a Wireless Sensor Network (WSN), information collected from the environment is continuously transmitted from one node to the next, and then the main collector or server receives and processes it. With the growth of a network, data transfers within the network also grow dramatically. Medical images increase traffic on a network if they are transmitted. An interlayer transmission protocol (WSN) was developed for this study. Pixels are used to create the medical image using the protocol. A gray-level medical image with 512x512 pixels provided by Brain was used to conduct the study. Medical image size is reduced from 256 KB to 192 KB, providing a 25% advantage. A study found SSIM of 51, 1365 and PSNR of 0,9976 for the structural similarity ratio (SSIM). The Advanced Encryption Standard (AES) encryption algorithm safeguards data during the transfer. By creating such a layer, transmissions became safer. In the WSNs, 12.5% and 25% of the data transfer has been reduced based on the information obtained from the study without changing the medical image. 2025 35 48 3447 https://creativecommons.org/licenses/by/4.0/ 10.54216/FPA.180103 https://www.americaspg.com/journal/3/article/3447 https://www.americaspg.com/storage/51765472275.pdf