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 …

Osteosarcoma is one of the most common primary malignancies of bone in the pediatric and
adolescent populations. The morphology and size of osteosarcoma MRI images often show …

Osteosarcoma is a malignant bone tumor that is extremely dangerous to human health. Not
only does it require a large amount of work, it is also a complicated task to outline the lesion …

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 …

Automatic segmentation of brain tumors from multi-modal magnetic resonance images (MRI)
using deep learning methods has emerged in assisting the diagnosis and treatment of brain …

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 …

In MRI images, the brain tumor area varies greatly between individuals, and only relying on
the judgment of clinicians is prone to misdiagnosis and misjudgment. Consequently, utilizing …

Background Medical image segmentation plays a vital role in computer-aided diagnosis
(CAD) systems. Both convolutional neural networks (CNNs) with strong local information …

Purpose Automatic segmentation of brain tumor from medical images is a challenging task
because of tumor's uneven and irregular shapes. In this paper, the authors propose an …

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 …