Ultrasound is a diagnostic imaging technique to detect various illnesses related to the body's
internal organs. It is a non-invasive, safe, cost-effective, and simple imaging modality that …

Ultrasound imaging is a fast, widespread, and essential diagnostic technique for examining
the body's internal anatomy to find abnormal tissues or diseases. However, speckle noise in …

Speckle noise is a pervasive problem in medical imaging, and conventional methods for
despeckling often lead to loss of edge information due to smoothing. To address this issue …

The majority of existing deep learning-based image denoising algorithms mainly focus on
processing the overall image features, ignoring the fine differences between the semantic …

Advances in medical imaging modalities facilitate the early and accurate detection of tumors
of various types. A preferred imaging modality for diagnosis and identification of tumors is …

This research article discusses the implementation aspects of a Deep Learning architecture
based on U-Net for medical image segmentation. A base model of the U-Net architecture is …

In medicine, dynamic frequency scanning adjusts operating frequencies based on target
depth, yet ultrasound images often suffer from significant speckle noise, compromising …