Nowadays, the most common primary bone tumor is osteosarcoma, which mostly occurs in
teenagers. A common diagnosis method is currently that doctors manually diagnose …

Osteosarcoma is the most common malignant bone tumor with a high degree of malignancy
and misdiagnosis rates. Pathological images are crucial for its diagnosis. However …

Osteosarcoma is a malignant bone tumor commonly found in adolescents or children, with
high incidence and poor prognosis. Magnetic resonance imaging (MRI), which is the more …

Among primary bone cancers, osteosarcoma is the most common, peaking between the
ages of a child's rapid bone growth and adolescence. The diagnosis of osteosarcoma …

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 …

Osteosarcoma is one of the most common bone tumors that occurs in adolescents. Doctors
often use magnetic resonance imaging (MRI) through biosensors to diagnose and predict …

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 …

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

This paper presents an advanced methodology that combines Convolutional Neural
Networks (CNNs) and Transformers to tackle the issue of feature loss and elevate …

Osteosarcoma is a bone tumor which is malignant. There are many difficulties when doctors
manually identify patients' MRI images to complete the diagnosis. The osteosarcoma in MRI …