The growing prevalence of lifestyle and chronic diseases within the global population is mainly driving the demand for AI-back ultrasound imaging. This trend is reflected in alarming health statistics. According to International Agency for Research on Cancer, in 2020 nearly 19.3 million new cases of cancer were detected worldwide, and almost 10 million deaths were related to cancer. These numbers are estimated to grow by 47% by 2040, hence the immense need for more precise diagnostic tools. Cardiovascular diseases also amount to around 32% of world deaths based on the review of the World Health Organization (WHO). International Diabetes Federation also projects that the total global diabetic population is going to hike up to 783 million by 2045.