Simple Summary Transfer learning plays a major role in medical image analyses; however,
obtaining adequate training image datasets for machine learning algorithms can be …

The ultrasound imaging is one of the most common schemes to detect diseases in the
clinical practice. There are many advantages of ultrasound imaging such as safety …

Breast lesion detection using ultrasound imaging is considered an important step of
computer-aided diagnosis systems. Over the past decade, researchers have demonstrated …

The computer-aided diagnosis of prostate ultrasound images can aid in the detection and
treatment of prostate cancer. However, the ultrasound images of the prostate sometimes …

There has been a substantial amount of research involving computer methods and
technology for the detection and recognition of diabetic foot ulcers (DFUs), but there is a lack …

Purpose Automatic breast ultrasound (ABUS) imaging has become an essential tool in
breast cancer diagnosis since it provides complementary information to other imaging …

Breast cancer accounts for the second-largest number of deaths in women around the world,
and more than 8% of women will suffer from the disease in their lifetime. Mortality due to …

Breast cancer is the second leading cause of death for women all over the world. Since the
cause of the disease remains unknown, early detection and diagnosis is the key for breast …

Breast cancer is the most common form of cancer among women worldwide. Early detection
of breast cancer can increase treatment options and patients' survivability. Mammography is …

This paper reviews ultrasound segmentation methods, in a broad sense, focusing on
techniques developed for medical B-mode ultrasound images. First, we present a review of …