Auxiliary segmentation method of osteosarcoma in MRI images based on denoising and local enhancement

L Wang, L Yu, J Zhu, H Tang, F Gou, J Wu - Healthcare, 2022 - mdpi.com
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 …

An attention-preserving network-based method for assisted segmentation of osteosarcoma MRI images

F Liu, F Gou, J Wu - Mathematics, 2022 - mdpi.com
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 …

An attention-based AI-assisted segmentation system for osteosarcoma MRI images

F Gou, J Wu - 2022 IEEE international conference on …, 2022 - ieeexplore.ieee.org
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 …

A medical assistant segmentation method for MRI images of osteosarcoma based on DecoupleSegNet

J Wu, Y Guo, F Gou, Z Dai - International Journal of Intelligent …, 2022 - Wiley Online Library
Nowadays, the most common primary bone tumor is osteosarcoma, which mostly occurs in
teenagers. A common diagnosis method is currently that doctors manually diagnose …

Auxiliary segmentation method of osteosarcoma MRI image based on transformer and U‐Net

F Liu, J Zhu, B Lv, L Yang, W Sun, Z Dai… - Computational …, 2022 - Wiley Online Library
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 …

Multiple supervised residual network for osteosarcoma segmentation in CT images

R Zhang, L Huang, W Xia, B Zhang, B Qiu… - … Medical Imaging and …, 2018 - Elsevier
Automatic and accurate segmentation of osteosarcoma region in CT images can help doctor
make a reasonable treatment plan, thus improving cure rate. In this paper, a multiple …

AI-assisted diagnosis and decision-making method in developing countries for osteosarcoma

H Tang, H Huang, J Liu, J Zhu, F Gou, J Wu - Healthcare, 2022 - mdpi.com
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 …

A residual fusion network for osteosarcoma MRI image segmentation in developing countries

J Wu, L Zhou, F Gou, Y Tan - Computational Intelligence and …, 2022 - Wiley Online Library
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 …

Intelligent assistant diagnosis system of osteosarcoma MRI image based on transformer and convolution in developing countries

Z Ling, S Yang, F Gou, Z Dai… - IEEE Journal of Biomedical …, 2022 - ieeexplore.ieee.org
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 …

Segmentation of osteosarcoma in MRI images by K‐means clustering, Chan‐Vese segmentation, and iterative Gaussian filtering

M Nasor, W Obaid - IET Image Processing, 2021 - Wiley Online Library
Unlike other types of tumours, automated osteosarcoma segmentation in magnetic
resonance images (MRI) is a challenging task due to its different and unique intensity and …