Recently, large pretrained vision foundation models based on masked image modeling
(MIM) have attracted unprecedented attention and achieved remarkable performance across …

Early detection of congenital heart disease (CHD), one of the most commonly occurring
congenital defects, is important to reduce mortality rates. The major drawback of ultrasound …

In spite of the advancement in computerized imaging, many image modalities produce
images with commotion influencing both the visual quality and upsetting quantitative image …

Speckle noises widely exist in ultrasound images. They seriously affect the quality of images
and cause the doctor to make mistakes in diagnosis. In this paper, we propose a three-path …

The primary concept of this paper is a fuzzy membership function-based filter with the
expertise to reduce speckle noise that is often utilized in clinical diagnosis such as …

Ultrasound images are susceptible to various forms of quality degradation that negatively
impact diagnosis. Common degradations include speckle noise, Gaussian noise, salt and …

Ultrasound (US) imaging is a widely used clinical diagnostic tool in medical imaging
techniques. It is a comparatively safe, economical, painless, portable, and noninvasive real …

In this paper, two different schemes are proposed to add noise in the image. Gaussian Filter
or Average Filter has been proposed for blurring the image. Impulse noise is used in two …

The images obtained through biomedical instruments are not always satisfactory. They are
often blurred or vague. Doctors or researchers undergo a lot of problems because of these …

A novel automated classification technique for diagnosing liver disorders is contributed in
this paper by utilizing the merits of wavelet and texture features of ultrasound images. In this …