Osteoporosis is a major public health issue requiring significant resources to address the
immediate and long-term consequences of fractures. Only a few research studies have been …

Simple Summary Osteoporosis is a major global health problem with substantial economic
and psychosocial repercussions. Underdiagnosis of osteoporosis is prevalent. The dual …

Knee osteoporosis weakens the bone tissue in the knee joint, increasing fracture risk. Early
detection through X-ray images enables timely intervention and improved patient outcomes …

It is very important to keep track of decreases in the bone mineral density (BMD) of elderly
people since it can be correlated with the risk of incidence of major osteoporotic fractures …

Osteoporosis is a disorder, that leads to fractures and fatal problems in bones. It is believed
that more than 200 million individuals are affected globally. Furthermore, osteoporosis is …

Background and Objective: Segmentation of the femur in Dual-Energy X-ray (DXA) images
poses challenges due to reduced contrast, noise, bone shape variations, and inconsistent X …

Purpose Osteoporosis is a common bone disorder characterized by decreased bone
mineral density (BMD) and increased bone fragility, which can lead to fractures and …

Artificial intelligence in medicine comes with enormous promise but also potential pitfalls.
Liu Y et al.[1] highlight the need for a cautious and critical approach to evaluate machine …

This paper devises a technique for diagnosing and classifying osteoporosis using the femur
bone's X-ray images. The devised approach uses the following phases: image acquisition …

BACKGROUND: In vertebrae, the amount of cortical bone has been estimated at 30–60%,
but 45–75% of axial load on a vertebral body is borne by cortical bone. OBJECTIVE: To …