Semi-Supervised Cervical Spine MRI Segmentation Model in Federated Heterogeneous Data

Segmented medical images for diagnosis serve as an effective auxiliary method in clinical and medical research. However, challenges such as privacy concerns, data dispersion, and labeling difficulties hinder their practical application. For example, in the case of cervical spine Magnetic Resonance I...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолч:	PAN Enyuan, ZHONG Yuan, LI Ping
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Editorial Office of Computer Engineering 2024-09-01
Цуврал:	Jisuanji gongcheng
Нөхцлүүд:	cervical spine segmentation|federated learning|heterogeneous data|label separation|multi-scale|label-guided
Онлайн хандалт:	https://www.ecice06.com/fileup/1000-3428/PDF/20240937.pdf
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!