With Artificial Intelligence (AI) increasingly permeating various aspects of society, including
healthcare, the adoption of the Transformers neural network architecture is rapidly changing …

Bone malignant tumors are metastatic and aggressive, with poor treatment outcomes and
prognosis. Rapid and accurate diagnosis is crucial for limb salvage and increasing the …

One of the most prevalent malignant bone tumors is osteosarcoma. The diagnosis and
treatment cycle are long and the prognosis is poor. It takes a lot of time to manually identify …

Osteosarcoma is a malignant tumor derived from primitive osteogenic mesenchymal cells,
which is extremely harmful to the human body and has a high mortality rate. Early diagnosis …

Histopathological examination is an important criterion in the clinical diagnosis of
osteosarcoma. With the improvement of hardware technology and computing power …

The medical decision-making system is an advanced system for patients that can assist
doctors in their medical work. Osteosarcoma is a primary malignant tumor of the bone, due …

Recent works have shown that Transformer's excellent performances on natural language
processing tasks can be maintained on natural image analysis tasks. However, the …

Due to the improvement in computing power and the development of computer technology,
deep learning has pene‐trated into various fields of the medical industry. Segmenting lesion …

Bone malignant tumors are metastatic and aggressive. The manual screening of medical
images is time-consuming and laborious, and computer technology is now being introduced …

Osteosarcoma is one of the common malignant bone tumors, which is great harm to human
health. Magnetic resonance imaging (MRI) is a common method for osteosarcoma detection …