id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-3718	Monika	Improved Medical Image Enhancement by Optimized Features and Parameters using Convolution with Grey Wolves Approach	2025	12	.pdf	application/pdf	4802	278	42	Available: https://doi.org/10.1002/ima.22851 [16] S. Pradeep and P. Nirmaladevi, A Review on Speckle Noise Reduction Techniques in Ultrasound Medical images based on Spatial Domain, Transform Domain and CNN Methods, IOP Conference Series: Materials Science and Engineering, vol. 1055, 2021. Our experiments, conducted across various types of ultrasound images, demonstrate that the proposed method not only significantly outperforms traditional denoising techniques like Kuan-NLM, Anisotropic Diffusion, and Wavelet-based methods in terms of PSNR, SSIM, NCC, and UQI metrics but also maintains a competitive processing time.	cache/cana-3718.pdf	txt/cana-3718.txt