Computer-Aided Diagnosis Methods for High-Frequency Ultrasound Data Analysis: A Review.

ABSTRACT: Over the last few decades, computer-aided diagnosis systems have become a part of clinical practice. They have the potential to assist clinicians in daily diagnostic tasks. The image processing techniques are fast, repeatable, and robust, which helps physicians to detect, classify, segment, and measure various structures. The recent rapid development of computer methods for high-frequency ultrasound image analysis opens up new diagnostic paths in dermatology, allergology, cosmetology, and aesthetic medicine. This paper, being the first in this area, presents a research overview of high-frequency ultrasound image processing techniques, which have the potential to be a part of computer-aided diagnosis systems. The reviewed methods are categorized concerning the application, utilized ultrasou

SUBMITTER: Czajkowska J 

PROVIDER: S-EPMC9653964 | biostudies-literature | 2022 Oct

REPOSITORIES: biostudies-literature