Method for simultaneous segmentation of multiple structures in fundus images using improved residual u-net, involves detecting diabetic retinopathy screening with early detection and prompt treatment of vision-threatening condition
	KARTHIK B; BALAJI S
	2023-10-16
专利权人	BHARATH HIGHER EDUCATION & RES INST (BHAR-Non-standard)
申请日期	2023-10-16
专利号	IN202341069950-A
成果简介	NOVELTY - The method involves detecting diabetic retinopathy screening with early detection and prompt treatment of vision-threatening condition. Network consistency during training is strengthened, and the misclassification issue is resolved by the upgraded weighted focused loss function. Three U-paths are obtained by the IRU-Net, each of which is made up of three up-sizing paths and a downsizing path, where IRU-Net can improve the related feature fusion and acquire more information from fundus images with the use of a structure with three U-paths. USE - Method for simultaneous segmentation of multiple structures in fundus images using improved residual u-net. ADVANTAGE - The method enables using the IRU-Net to improve the associated fusion feature maps and collect more information from fundus images due to three up-sizing pathways structure. The method enables improving the associated fusion feature maps and collect more information from fundus images.
IPC 分类号	A61B-003/12 ; G06N-003/04 ; G06N-003/08 ; G06T-007/00 ; G06T-007/11
国家	印度
专业领域	信息技术
语种	英语
成果类型	专利
文献类型	科技成果
条目标识符	http://119.78.100.226:8889/handle/3KE4DYBR/19795
专题	中国科学院新疆生态与地理研究所
作者单位	BHARATH HIGHER EDUCATION & RES INST (BHAR-Non-standard)
推荐引用方式 GB/T 7714	KARTHIK B,BALAJI S. Method for simultaneous segmentation of multiple structures in fundus images using improved residual u-net, involves detecting diabetic retinopathy screening with early detection and prompt treatment of vision-threatening condition. IN202341069950-A[P]. 2023.

条目包含的文件
条目无相关文件。

除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。