Publications by authors named "Lilach Barkat"
Image Translation of Breast Ultrasound to Pseudo Anatomical Display by CycleGAN.
Bioengineering (Basel)
March 2023
Article Synopsis
- Ultrasound imaging is a useful tool in clinical settings due to its cost-effectiveness and lack of radiation, but it suffers from poor image quality, especially in identifying breast tumors.
- The researchers proposed using a CycleGAN model to transform ultrasound images into clearer pseudo anatomical displays that enhance lesion visibility and border definition.
- The study found that these enhanced images maintained essential anatomical features and showed significant improvements in diagnosing benign and malignant tumors.