Before After Before After Before After Breast Reduction Scar Timeline Breast Reduction Scar Timelines vary from individual to individual but there is a general stage pattern that most patients tend to experienc
A compression and speckle de-noising method is proposed and tested on real clinical breast and fetal ultrasound images. The proposed algorithm is based on the optimization of quantization coefficients when applying Wavelet representation on the image, where the optimization is held such that a pre-...
This filtered set of images were used for a separate human observer study and texture analysis (both described below) to examine the effect of image filtration. In Fig. 4, we present a comparison of reconstructed images before and after applying Wiener filter. Figure 3 An example of three ...
Neoadjuvant chemotherapy (NAC) is a systemic and systematic chemotherapy regimen for breast cancer patients before surgery. However, NAC is not effective for everyone, and the process is excruciating. Therefore, accurate early prediction of the efficacy of NAC is essential for the clinical diagnosis ...
The paper introduces an algorithm for speckle noise reduction in breast cancer ultrasound images. Based on wavelet analysis and filtering, we employed a combination of homogeneity filtering and modified bayes shrink methods to remove noise while keeping the sharpness of important features. First, we ...
Ovarian cancer (OC) remains one of the most lethal gynecological malignancies globally. Despite the implementation of various medical imaging approaches for OC screening, achieving accurate differential diagnosis of ovarian tumors continues to pose signi
After surgery, smooth curves should be exhibited if appropriate reduction has been achieved. Here, we describe the development of the analysis software and present the outcome measures in this report. Results The discrete curvature values obtained before and after surgery using the software were ...
Chronic obstructive pulmonary disease (COPD) stands as a significant global health challenge, with its intricate pathophysiological manifestations often demanding advanced diagnostic strategies. The recent applications of artificial intelligence (AI) wit
Simulated images are obtained using computational models of the breast in which realistic computational models of the breast lesions are incorporated. The computer technology offers wide range of techniques such as constructive solid geometry, voxel (tomographic), polygon-mesh, and hybrid techniques, to...
and finally performing interpolation between them to create synthetic samples while maintaining texture, visual characteristics, and spatial information. Furthermore, we applied pre-processing techniques on training images and tested without pre-processing techniques. The sample images before and after applyin...